Codellama 7B Bnb 4bit by unsloth

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Codellama 7B Bnb 4bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Codellama 7B Bnb 4bit Parameters and Internals

LLM NameCodellama 7B Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/unsloth/codellama-7b-bnb-4bit 
Model Size7b
Required VRAM3.9 GB
Updated2024-09-16
Maintainerunsloth
Model Typellama
Model Files  3.9 GB
Supported Languagesen
Quantization Type4bit
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.38.0.dev0
Tokenizer ClassCodeLlamaTokenizer
Padding Token<unk>
Vocabulary Size32016
Torch Data Typebfloat16
Codellama 7B Bnb 4bit (unsloth/codellama-7b-bnb-4bit)

Quantized Models of the Codellama 7B Bnb 4bit

Model
Likes
Downloads
VRAM
...lama 7B Tofuagent Contpretrain0513 GB
Codellama 7B Tofutune Gguf0134 GB

Best Alternatives to Codellama 7B Bnb 4bit

Best Alternatives
Context / RAM
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Likes
...ruct Solidity Bnb 4bit Smashed16K / 4.2 GB50
...lama 7B Tofuagent Contpretrain16K / 13.5 GB50
...B Instruct Hf Bnb 4bit Smashed16K / 4.2 GB90
CodeLlama 7B Python Onnx Fp1616K /  GB11
CodeLlama 7B Python 4bit MLX16K / 4 GB614
...pMagic Coder 7B 8.0bpw H8 EXL216K / 6.9 GB41
CodelLama7B Inst DPO 7K Mlx16K / 4.2 GB62
...eLlama 7B Instruct Hf 4bit MLX16K / 4.2 GB21
...6.7B Instruct 3.0bpw H6 EXL2 216K / 2.8 GB141
...6.7B Instruct 8.0bpw H8 EXL2 216K / 6.8 GB102
Note: green Score (e.g. "73.2") means that the model is better than unsloth/codellama-7b-bnb-4bit.

Rank the Codellama 7B Bnb 4bit Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803