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Unsloth Model 4bit by gr33ff

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  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/l... Base model:unsloth/llama-2-7b-...   Bitsandbytes   En   Endpoints compatible   Llama   Quantized   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/gr33ff/unsloth_model_4bit 

Unsloth Model 4bit Benchmarks

LLME Score: 0.20218
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Unsloth Model 4bit (gr33ff/unsloth_model_4bit)

Unsloth Model 4bit Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, trl
Additional Notes 
Trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameUnsloth Model 4bit
Repository 🤗https://huggingface.co/gr33ff/unsloth_model_4bit 
Base Model(s)  Llama 2 7B Bnb 4bit   unsloth/llama-2-7b-bnb-4bit
Model Size7b
Required VRAM3.9 GB
Updated2024-12-21
Maintainergr33ff
Model Typellama
Model Files  3.9 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.41.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Rank the Unsloth Model 4bit 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 v20241217
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