Llama-3.2-8B-GGUF-200K

354
9
8.0B
llama
by
prithivMLmods
Language Model
OTHER
8B params
New
354 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
18GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
8GB+ RAM

Training Data Analysis

🟡 Average (4.8/10)

Researched training datasets used by Llama-3.2-8B-GGUF-200K with quality assessment

Specialized For

general
science
multilingual
reasoning

Training Datasets (4)

common crawl
🔴 2.5/10
general
science
Key Strengths
  • •Scale and Accessibility: At 9.5+ petabytes, Common Crawl provides unprecedented scale for training d...
  • •Diversity: The dataset captures billions of web pages across multiple domains and content types, ena...
  • •Comprehensive Coverage: Despite limitations, Common Crawl attempts to represent the broader web acro...
Considerations
  • •Biased Coverage: The crawling process prioritizes frequently linked domains, making content from dig...
  • •Large-Scale Problematic Content: Contains significant amounts of hate speech, pornography, violent c...
c4
🔵 6/10
general
multilingual
Key Strengths
  • •Scale and Accessibility: 750GB of publicly available, filtered text
  • •Systematic Filtering: Documented heuristics enable reproducibility
  • •Language Diversity: Despite English-only, captures diverse writing styles
Considerations
  • •English-Only: Limits multilingual applications
  • •Filtering Limitations: Offensive content and low-quality text remain despite filtering
wikipedia
🟡 5/10
science
multilingual
Key Strengths
  • •High-Quality Content: Wikipedia articles are subject to community review, fact-checking, and citatio...
  • •Multilingual Coverage: Available in 300+ languages, enabling training of models that understand and ...
  • •Structured Knowledge: Articles follow consistent formatting with clear sections, allowing models to ...
Considerations
  • •Language Inequality: Low-resource language editions have significantly lower quality, fewer articles...
  • •Biased Coverage: Reflects biases in contributor demographics; topics related to Western culture and ...
arxiv
🟡 5.5/10
science
reasoning
Key Strengths
  • •Scientific Authority: Peer-reviewed content from established repository
  • •Domain-Specific: Specialized vocabulary and concepts
  • •Mathematical Content: Includes complex equations and notation
Considerations
  • •Specialized: Primarily technical and mathematical content
  • •English-Heavy: Predominantly English-language papers

Explore our comprehensive training dataset analysis

View All Datasets

Code Examples

3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
3. Create and Patch the Modelbash
ollama create metallama200 -f ./metallama200
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
bash
ollama list
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200
Running the Modelbash
D:\>ollama run metallama200

Deploy This Model

Production-ready deployment in minutes

Together.ai

Instant API access to this model

Fastest API

Production-ready inference API. Start free, scale to millions.

Try Free API

Replicate

One-click model deployment

Easiest Setup

Run models in the cloud with simple API. No DevOps required.

Deploy Now

Disclosure: We may earn a commission from these partners. This helps keep LLMYourWay free.