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Codellama CodeLlama 7B Instruct Hf Bnb 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Codellama CodeLlama 7B Instruct Hf Bnb 4bit Smashed   URL Share it on

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  4-bit   4bit   Autotrain compatible Base model:codellama/codellama... Base model:quantized:codellama...   Bitsandbytes   Codegen   Conversational   Endpoints compatible   Instruct   Llama   Pruna-ai   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/PrunaAI/codellama-CodeLlama-7b-Instruct-hf-bnb-4bit-smashed 

Codellama CodeLlama 7B Instruct Hf Bnb 4bit Smashed Benchmarks

LLME Score: 0.18725
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codellama CodeLlama 7B Instruct Hf Bnb 4bit Smashed (PrunaAI/codellama-CodeLlama-7b-Instruct-hf-bnb-4bit-smashed)

Codellama CodeLlama 7B Instruct Hf Bnb 4bit Smashed Parameters and Internals

Model Type 
compressed
Additional Notes 
The model is compressed with llm-int8, using WikiText as calibration data if needed.
Input Output 
Performance Tips:
Efficiency results may vary on different hardware configurations and should be evaluated within intended use environments.
LLM NameCodellama CodeLlama 7B Instruct Hf Bnb 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/codellama-CodeLlama-7b-Instruct-hf-bnb-4bit-smashed 
Base Model(s)  CodeLlama 7B Instruct Hf   codellama/CodeLlama-7b-Instruct-hf
Model Size7b
Required VRAM4.2 GB
Updated2024-12-22
MaintainerPrunaAI
Model Typellama
Instruction-BasedYes
Model Files  4.2 GB
Quantization Type4bit
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.40.0
Tokenizer ClassCodeLlamaTokenizer
Vocabulary Size32016
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/codellama-CodeLlama-7b-Instruct-hf-bnb-4bit-smashed.

Rank the Codellama CodeLlama 7B Instruct Hf Bnb 4bit Smashed Capabilities

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Instruction Following and Task Automation  
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Release v20241217
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