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Vicuna 33B Coder by FelixChao

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  Arxiv:1910.09700   Autotrain compatible   Code   Endpoints compatible   Llama   Model-index   Pytorch   Region:us   Sharded

Vicuna 33B Coder Benchmarks

ARC: 60.41 vs 96.7 (so35)-37.5%
HellaSwag: 83.27 vs 95.3 (gpt4)-12.6%
MMLU: 57.17 vs 88.3 (so35)-35.3%
TruthfulQA: 51.79 vs 59 (gpt4)-12.2%
WinoGrande: 76.87 vs 87.5 (gpt4)-12.1%
GSM8K: 12.89 vs 96.4 (so35)-86.6%
LLME Score: 0.18225
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Vicuna 33B Coder Parameters and Internals

LLM NameVicuna 33B Coder
Repository 🤗https://huggingface.co/FelixChao/vicuna-33b-coder 
Model Size33b
Required VRAM65.2 GB
Updated2024-09-18
MaintainerFelixChao
Model Typellama
Model Files  9.8 GB: 1-of-7   10.0 GB: 2-of-7   9.9 GB: 3-of-7   9.9 GB: 4-of-7   9.9 GB: 5-of-7   10.0 GB: 6-of-7   5.7 GB: 7-of-7
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
Vicuna 33B Coder (FelixChao/vicuna-33b-coder)

Quantized Models of the Vicuna 33B Coder

Model
Likes
Downloads
VRAM
Vicuna 33B Coder GGUF678013 GB
Vicuna 33B Coder GPTQ11416 GB
Vicuna 33B Coder AWQ11417 GB

Best Alternatives to Vicuna 33B Coder

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Context / RAM
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Likes
Chronos Divergence 33B16K / 65 GB27424
AutoCoder16K / 67 GB12093
Deepseek Wizard 33B Slerp16K / 35.3 GB60
ValidateAI 33B Slerp16K / 35.4 GB50
Deepseek Coder 33B Instruct16K / 66.5 GB4343444
OpenCodeInterpreter DS 33B16K / 66.5 GB1386124
WhiteRabbitNeo 33B V116K / 67 GB69380
ValidateAI 3 33B Ties16K / 66.5 GB60
ValidateAI 2 33B AT16K / 66.5 GB60
ReflectionCoder DS 33B16K / 67 GB2054
Note: green Score (e.g. "73.2") means that the model is better than FelixChao/vicuna-33b-coder.

Rank the Vicuna 33B Coder 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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