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MAmmoTH Coder 13B by TIGER-Lab

 »  All LLMs  »  TIGER-Lab  »  MAmmoTH Coder 13B   URL Share it on

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  Arxiv:2309.05653   Autotrain compatible   Codegen   Dataset:tiger-lab/mathinstruct   En   Endpoints compatible   Llama   Pytorch   Region:us   Sharded

MAmmoTH Coder 13B Benchmarks

LLME Score: 0.15185
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

MAmmoTH Coder 13B Parameters and Internals

LLM NameMAmmoTH Coder 13B
Repository 🤗https://huggingface.co/TIGER-Lab/MAmmoTH-Coder-13B 
Model Size13b
Required VRAM52.1 GB
Updated2024-09-18
MaintainerTIGER-Lab
Model Typellama
Model Files  10.0 GB: 1-of-6   9.9 GB: 2-of-6   9.9 GB: 3-of-6   9.9 GB: 4-of-6   9.9 GB: 5-of-6   2.5 GB: 6-of-6
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensemit
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 Size32017
Torch Data Typefloat32
MAmmoTH Coder 13B (TIGER-Lab/MAmmoTH-Coder-13B)

Quantized Models of the MAmmoTH Coder 13B

Model
Likes
Downloads
VRAM
MAmmoTH Coder 13B GGUF41905 GB
MAmmoTH Coder 13B GPTQ3147 GB
MAmmoTH Coder 13B AWQ187 GB

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CodeLlama 13B Hf16K / 26 GB15294
...ma 13B Hf Truncated Embeddings16K / 52.3 GB50
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Note: green Score (e.g. "73.2") means that the model is better than TIGER-Lab/MAmmoTH-Coder-13B.

Rank the MAmmoTH Coder 13B 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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Release v2024072803
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