DeepSeek-R1-MXFP4-Preview

488
4
license:mit
by
amd
Code Model
OTHER
1B params
New
488 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
3GB+ RAM
Mobile
Laptop
Server
Quick Summary

- Model Architecture: DeepSeek-R1 - Input: Text - Output: Text - Supported Hardware Microarchitecture: AMD MI350/MI355 - ROCm: 7.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
1GB+ RAM

Code Examples

GSM8Ktext
lm_eval --model local-completions \
    --model_args model=amd/DeepSeek-R1-MXFP4-Preview,base_url=http://localhost:30000/v1/completions,num_concurrent=999999,timeout=999999,tokenized_requests=False,max_length=8096 \
    --tasks gsm8k \
    --num_fewshot 5 \
    --batch_size auto \
    --log_samples \
    --output_path output_data/gsm8k 2>&1 | tee logs/gsm8k.log
GSM8Ktext
lm_eval --model local-completions \
    --model_args model=amd/DeepSeek-R1-MXFP4-Preview,base_url=http://localhost:30000/v1/completions,num_concurrent=999999,timeout=999999,tokenized_requests=False,max_length=8096 \
    --tasks gsm8k \
    --num_fewshot 5 \
    --batch_size auto \
    --log_samples \
    --output_path output_data/gsm8k 2>&1 | tee logs/gsm8k.log
GSM8Ktext
lm_eval --model local-completions \
    --model_args model=amd/DeepSeek-R1-MXFP4-Preview,base_url=http://localhost:30000/v1/completions,num_concurrent=999999,timeout=999999,tokenized_requests=False,max_length=8096 \
    --tasks gsm8k \
    --num_fewshot 5 \
    --batch_size auto \
    --log_samples \
    --output_path output_data/gsm8k 2>&1 | tee logs/gsm8k.log
GSM8Ktext
lm_eval --model local-completions \
    --model_args model=amd/DeepSeek-R1-MXFP4-Preview,base_url=http://localhost:30000/v1/completions,num_concurrent=999999,timeout=999999,tokenized_requests=False,max_length=8096 \
    --tasks gsm8k \
    --num_fewshot 5 \
    --batch_size auto \
    --log_samples \
    --output_path output_data/gsm8k 2>&1 | tee logs/gsm8k.log
GSM8Ktext
lm_eval --model local-completions \
    --model_args model=amd/DeepSeek-R1-MXFP4-Preview,base_url=http://localhost:30000/v1/completions,num_concurrent=999999,timeout=999999,tokenized_requests=False,max_length=8096 \
    --tasks gsm8k \
    --num_fewshot 5 \
    --batch_size auto \
    --log_samples \
    --output_path output_data/gsm8k 2>&1 | tee logs/gsm8k.log
GSM8Ktext
lm_eval --model local-completions \
    --model_args model=amd/DeepSeek-R1-MXFP4-Preview,base_url=http://localhost:30000/v1/completions,num_concurrent=999999,timeout=999999,tokenized_requests=False,max_length=8096 \
    --tasks gsm8k \
    --num_fewshot 5 \
    --batch_size auto \
    --log_samples \
    --output_path output_data/gsm8k 2>&1 | tee logs/gsm8k.log
GSM8Ktext
lm_eval --model local-completions \
    --model_args model=amd/DeepSeek-R1-MXFP4-Preview,base_url=http://localhost:30000/v1/completions,num_concurrent=999999,timeout=999999,tokenized_requests=False,max_length=8096 \
    --tasks gsm8k \
    --num_fewshot 5 \
    --batch_size auto \
    --log_samples \
    --output_path output_data/gsm8k 2>&1 | tee logs/gsm8k.log
GSM8Ktext
lm_eval --model local-completions \
    --model_args model=amd/DeepSeek-R1-MXFP4-Preview,base_url=http://localhost:30000/v1/completions,num_concurrent=999999,timeout=999999,tokenized_requests=False,max_length=8096 \
    --tasks gsm8k \
    --num_fewshot 5 \
    --batch_size auto \
    --log_samples \
    --output_path output_data/gsm8k 2>&1 | tee logs/gsm8k.log
GSM8Ktext
lm_eval --model local-completions \
    --model_args model=amd/DeepSeek-R1-MXFP4-Preview,base_url=http://localhost:30000/v1/completions,num_concurrent=999999,timeout=999999,tokenized_requests=False,max_length=8096 \
    --tasks gsm8k \
    --num_fewshot 5 \
    --batch_size auto \
    --log_samples \
    --output_path output_data/gsm8k 2>&1 | tee logs/gsm8k.log

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