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MAmmoTH Coder 13B GPTQ by TheBloke

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

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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-13B-GPTQ 

MAmmoTH Coder 13B GPTQ Benchmarks

LLME Score: 0.14025
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 GPTQ (TheBloke/MAmmoTH-Coder-13B-GPTQ)

MAmmoTH Coder 13B GPTQ Parameters and Internals

Model Type 
llama
Additional Notes 
The quantization was carried out by TheBloke, with multiple GPTQ parameters available for various hardware configurations.
Training Details 
Data Sources:
TIGER-Lab/MathInstruct
Methodology:
fine-tuned with the MathInstruct dataset using the original Llama-2 and Code Llama models as base models
Input Output 
Input Format:
Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: {prompt} ### Response:
LLM NameMAmmoTH Coder 13B GPTQ
Repository 🤗https://huggingface.co/TheBloke/MAmmoTH-Coder-13B-GPTQ 
Model NameMAmmoTH Coder 13B
Model CreatorTIGER-Lab
Base Model(s)  MAmmoTH Coder 13B   TIGER-Lab/MAmmoTH-Coder-13B
Model Size13b
Required VRAM7.3 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Model Files  7.3 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
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-GPTQ.

Rank the MAmmoTH Coder 13B 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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