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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: 0.20874
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

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
Updated2024-09-07
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)

Best Alternatives to Codellama CodeLlama 7B Instruct Hf Bnb 4bit Smashed

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...Llama 7B Instruct Bf16 Sharded16K / 13.5 GB101
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...B Instruct V1.5 6.0bpw H6 EXL24K / 5.7 GB92
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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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