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Llama 3 8B Python5K 4bit0.3 by balrogbob

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  4-bit   Autotrain compatible Base model:balrogbob/llama-3-8... Base model:quantized:balrogbob...   Bitsandbytes   En   Endpoints compatible   Llama   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/balrogbob/llama-3-8B-python5K_4bit0.3 

Llama 3 8B Python5K 4bit0.3 Benchmarks

LLME Score: 0.22455
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B Python5K 4bit0.3 (balrogbob/llama-3-8B-python5K_4bit0.3)

Llama 3 8B Python5K 4bit0.3 Parameters and Internals

Model Type 
text-generation-inference, transformers
Supported Languages 
en (unknown)
Training Details 
Methodology:
Unsloth and Huggingface's TRL library for faster training
LLM NameLlama 3 8B Python5K 4bit0.3
Repository 🤗https://huggingface.co/balrogbob/llama-3-8B-python5K_4bit0.3 
Base Model(s)  balrogbob/llama-3-8B-python5K_4bit0.2   balrogbob/llama-3-8B-python5K_4bit0.2
Model Size8b
Required VRAM7.8 GB
Updated2025-02-22
Maintainerbalrogbob
Model Typellama
Model Files  5.0 GB: 1-of-2   2.8 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than balrogbob/llama-3-8B-python5K_4bit0.3.

Rank the Llama 3 8B Python5K 4bit0.3 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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