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CodeLlama 34B Python Fp16 by TheBloke

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

CodeLlama 34B Python Fp16 Benchmarks

ARC: 38.14-60.4%
HellaSwag: 34.8-63.5%
MMLU: 32.95-61.9%
TruthfulQA: 43.57-26.2%
WinoGrande: 72.14-17.6%
GSM8K: 20.02-78.2%
HumanEval AVG: 33.870%
Python Eval: 53.29-20.5%
Java Eval: 39.460%
Javascript Eval: 44.720%
CPP Eval: 39.090%
PHP Eval: 39.780%
Julia Eval: 31.370%
D Eval: 17.290%
Lua Eval: 31.90%
R Eval: 22.350%
Racket Eval: 13.190%
Rust Eval: 39.670%
Swift Eval: 34.30%
nn.n% — How the model compares to the GPT-4.

CodeLlama 34B Python Fp16 Parameters and Internals

LLM NameCodeLlama 34B Python Fp16
RepositoryOpen on 🤗 
Base Model(s)  CodeLlama 34B Python Hf   codellama/CodeLlama-34b-Python-hf
Model Size34b
Required VRAM67.5 GB
Updated2024-07-27
MaintainerTheBloke
Model Typellama
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 Python Fp16 (TheBloke/CodeLlama-34B-Python-fp16)

Best Alternatives to CodeLlama 34B Python Fp16

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HF Rank
Context/RAM
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Likes
Codellama Extraction0.216K / 67.6 GB70
Codellama 34B Bnb 4bit0.216K / 18.2 GB14512
CodeLlama 34B Instruct Fp160.216K / 67.5 GB19027
Phind Codellama 34B V2 EXL20.216K /  GB916
CodeLlama 34B Fp160.216K / 67.5 GB194
XwinCoder 34B 4.0bpw H6 EXL20.216K / 17.4 GB71
...Codellama 34B V2 Megacode EXL20.216K /  GB910
...gpt 32K Codellama 34B Instruct0.232K / 67.5 GB28332
CodeLlama 34B Instruct Hf0.416K / 67.5 GB28184272
Phind CodeLlama 34B V20.316K / 67.5 GB20706809
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-34B-Python-fp16.

Rank the CodeLlama 34B Python 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 v2024072501
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