Devstral-Vision-Small-2507-gguf

456
10
Q4
license:apache-2.0
by
QuixiAI
Other
OTHER
New
456 downloads
Early-stage
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Edge AI:
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Mobile
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Server
Quick Summary

AI model with specialized capabilities.

Code Examples

Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
Usage Examplesbashllama.cpp
# Download the model
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --local-dir .
huggingface-cli download cognitivecomputations/Devstral-Vision-Small-2507-GGUF \
  mmproj-BF16.gguf \
  --local-dir .

# Run with llama.cpp
./llama-cli -m Devstral-Small-Vision-2507-Q4_K_M.gguf \
  -p "Analyze this UI and generate React code" \
  --image screenshot.png \
  -c 8192
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
With LM Studiobash
# Create Modelfile
cat > Modelfile << EOF
FROM ./Devstral-Small-Vision-2507-Q4_K_M.gguf
PARAMETER temperature 0.7
PARAMETER num_ctx 8192
EOF

# Create and run
ollama create devstral-vision -f Modelfile
ollama run devstral-vision
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal
Create and runbash
python koboldcpp.py --model Devstral-Small-Vision-2507-Q4_K_M.gguf \
  --contextsize 8192 \
  --gpulayers 999 \
  --multimodal

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