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MAmmoTH Coder 34B GPTQ by TheBloke

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  Arxiv:2309.05653   4-bit   Autotrain compatible Base model:quantized:tiger-lab... Base model:tiger-lab/mammoth-c...   Codegen   Dataset:tiger-lab/mathinstruct   En   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/MAmmoTH-Coder-34B-GPTQ 

MAmmoTH Coder 34B GPTQ Benchmarks

LLME Score: 0.13917
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MAmmoTH Coder 34B GPTQ (TheBloke/MAmmoTH-Coder-34B-GPTQ)

MAmmoTH Coder 34B GPTQ Parameters and Internals

Model Type 
llama
Use Cases 
Applications:
educational software, tutoring systems
Primary Use Cases:
solve general math problems
Limitations:
performance may vary based on problem complexity, not all mathematical fields comprehensively covered
Additional Notes 
The MAmmoTH series, including MAmmoTH Coder 34B, is designed to tackle general mathematical problems using advanced models collaborated from multiple datasets.
Training Details 
Data Sources:
MathInstruct Dataset
Input Output 
Input Format:
Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: {prompt} ### Response:
Accepted Modalities:
text
Output Format:
text
LLM NameMAmmoTH Coder 34B GPTQ
Repository 🤗https://huggingface.co/TheBloke/MAmmoTH-Coder-34B-GPTQ 
Model NameMAmmoTH Coder 34B
Model CreatorTIGER-Lab
Base Model(s)  MAmmoTH Coder 34B   TIGER-Lab/MAmmoTH-Coder-34B
Model Size34b
Required VRAM17.7 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Model Files  17.7 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length16384
Model Max Length16384
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/MAmmoTH-Coder-34B-GPTQ.

Rank the MAmmoTH Coder 34B GPTQ 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 v20241217
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