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MAmmoTH Coder 13B AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  MAmmoTH Coder 13B AWQ   URL Share it on

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  Arxiv:2309.05653   4-bit   Autotrain compatible   Awq Base model:quantized:tiger-lab... Base model:tiger-lab/mammoth-c...   Codegen   Dataset:tiger-lab/mathinstruct   En   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/MAmmoTH-Coder-13B-AWQ 

MAmmoTH Coder 13B AWQ Benchmarks

LLME Score: 0.14058
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 AWQ (TheBloke/MAmmoTH-Coder-13B-AWQ)

MAmmoTH Coder 13B AWQ Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
research, educational software, tutoring systems
Primary Use Cases:
Solving general math problems
Limitations:
Performance may vary based on complexity and specifics of the math problem, Not all mathematical fields comprehensively covered
Additional Notes 
Quantized by TheBloke using AWQ method for compact model size and efficient inference.
Training Details 
Data Sources:
MathInstruct Dataset
Methodology:
Hybrid Instruction Tuning using chain-of-thought and program-of-thought rationales.
Input Output 
Input Format:
Instruction-based prompt
Output Format:
Response
LLM NameMAmmoTH Coder 13B AWQ
Repository 🤗https://huggingface.co/TheBloke/MAmmoTH-Coder-13B-AWQ 
Model NameMAmmoTH Coder 13B
Model CreatorTIGER-Lab
Base Model(s)  MAmmoTH Coder 13B   TIGER-Lab/MAmmoTH-Coder-13B
Model Size13b
Required VRAM7.2 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Model Files  7.2 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
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

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/MAmmoTH-Coder-13B-AWQ.

Rank the MAmmoTH Coder 13B AWQ 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 v20241217
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