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

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Codellama CodeLlama 7B Instruct Hf Bnb 4bit Smashed Benchmarks

LLME Score: 0.19206
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 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
Updated2024-11-21
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
Codellama CodeLlama 7B Instruct Hf Bnb 4bit Smashed (PrunaAI/codellama-CodeLlama-7b-Instruct-hf-bnb-4bit-smashed)

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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  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
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Release v20241110
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