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CodeLlama 34B Instruct Fp16 by TheBloke

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  Autotrain compatible   Codegen   Codellama   Custom code   Endpoints compatible   Fp16   Instruct   Llama   Llama2   Quantized   Region:us   Safetensors   Sharded   Tensorflow

CodeLlama 34B Instruct Fp16 Benchmarks

ARC: 40.78 vs 96.7 (so35)-57.8%
HellaSwag: 35.66 vs 95.3 (gpt4)-62.6%
MMLU: 39.72 vs 88.3 (so35)-55%
TruthfulQA: 44.29 vs 59 (gpt4)-24.9%
WinoGrande: 74.51 vs 87.5 (gpt4)-14.8%
GSM8K: 23.05 vs 96.4 (so35)-76.1%
LLME Score: 0.20161
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeLlama 34B Instruct Fp16 Parameters and Internals

LLM NameCodeLlama 34B Instruct Fp16
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-34B-Instruct-fp16 
Base Model(s)  CodeLlama 34B Instruct Hf   premai-io/CodeLlama-34b-Instruct-hf
Model Size34b
Required VRAM67.5 GB
Updated2024-09-27
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  9.8 GB: 1-of-7   9.7 GB: 2-of-7   9.7 GB: 3-of-7   9.7 GB: 4-of-7   9.7 GB: 5-of-7   9.7 GB: 6-of-7   9.2 GB: 7-of-7
Quantization Typefp16
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.32.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
CodeLlama 34B Instruct Fp16 (TheBloke/CodeLlama-34B-Instruct-fp16)

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-34B-Instruct-fp16.

Rank the CodeLlama 34B Instruct Fp16 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 v2024072803
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