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CodeLlama 34B Hf by codellama

 »  All LLMs  »  codellama  »  CodeLlama 34B Hf   URL Share it on

  5226   
  Arxiv:2308.12950   Autotrain compatible   Code   Codegen   Endpoints compatible   Llama   Llama2   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/codellama/CodeLlama-34b-hf 

CodeLlama 34B Hf Benchmarks

ARC: 54.18 vs 96.7 (so35)-44%
HellaSwag: 75.82 vs 95.3 (gpt4)-20.4%
MMLU: 54.92 vs 88.3 (so35)-37.8%
TruthfulQA: 39.11 vs 59 (gpt4)-33.7%
WinoGrande: 73.32 vs 87.5 (gpt4)-16.2%
GSM8K: 34.34 vs 96.4 (so35)-64.4%
HumanEvalA: 33.89
Python Eva: 45.11 vs 92 (so35)-51%
Java Eval: 40.19
Javascript: 41.66
CPP Eval: 41.42
PHP Eval: 40.43
Julia Eval: 31.4
D Eval: 15.27
Lua Eval: 37.49
R Eval: 22.71
Racket Eva: 16.94
Rust Eval: 38.73
Swift Eval: 35.28
LLME Score: 0.16761
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 34B Hf (codellama/CodeLlama-34b-hf)
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CodeLlama 34B Hf Parameters and Internals

Model Type 
text generation, code generation
Use Cases 
Areas:
Commercial, Research
Applications:
Code synthesis, Code understanding, Python language tasks
Primary Use Cases:
Code generation, Code understanding
Limitations:
Not tested in languages other than English
Supported Languages 
English (proficient)
Training Details 
Data Sources:
Same data as Llama 2
Methodology:
Optimized transformer architecture
Training Time:
January 2023 - July 2023
Hardware Used:
Meta’s Research Super Cluster
Model Architecture:
auto-regressive language model
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
LLM NameCodeLlama 34B Hf
Repository 🤗https://huggingface.co/codellama/CodeLlama-34b-hf 
Model Size34b
Required VRAM67.5 GB
Updated2025-08-17
Maintainercodellama
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   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   9.4 GB: 7-of-7
Supported Languagescode
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.32.0.dev0
Tokenizer ClassCodeLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the CodeLlama 34B Hf

Model
Likes
Downloads
VRAM
CodeLlama 34B Hf GGUF33812 GB
CodeLlama 34B GGUF55475214 GB
CodeLlama 34B AWQ21018 GB
CodeLlama 34B GPTQ202818 GB

Best Alternatives to CodeLlama 34B Hf

Best Alternatives
Context / RAM
Downloads
Likes
...gpt 32K Codellama 34B Instruct32K / 67.5 GB292
CodeLlama 34B Instruct Hf16K / 67.5 GB8370292
ReflectionCoder CL 34B16K / 67.6 GB99940
Speechless Codellama 34B V2.016K / 67.5 GB170017
Phind CodeLlama 34B V216K / 67.5 GB3760833
Phind CodeLlama 34B V116K / 67.5 GB2076321
Phind CodeLlama 34B Python V116K / 67.5 GB2025252
CodeLlama 34B Python Hf16K / 67.5 GB205098
CodeLlama 34B Hf16K / 67.5 GB26462
CodeLlama 34B Instruct Hf16K / 67.5 GB116917
Note: green Score (e.g. "73.2") means that the model is better than codellama/CodeLlama-34b-hf.

Rank the CodeLlama 34B Hf Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Release v20241124
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