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MAmmoTH2 7B by TIGER-Lab

 »  All LLMs  »  TIGER-Lab  »  MAmmoTH2 7B   URL Share it on

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  Arxiv:2405.03548   Autotrain compatible   Conversational Dataset:tiger-lab/webinstructs...   En   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/TIGER-Lab/MAmmoTH2-7B 

MAmmoTH2 7B Benchmarks

LLME Score: 0.20188
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MAmmoTH2 7B (TIGER-Lab/MAmmoTH2-7B)

MAmmoTH2 7B Parameters and Internals

Model Type 
Language Model, Instruction Tuning
Use Cases 
Areas:
Research, Commercial applications
Applications:
Chatbots, Reasoning tasks
Limitations:
Performance may vary based on the complexity and specifics of the math problem., Not all mathematical fields can be covered comprehensively.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
https://huggingface.co/datasets/TIGER-Lab/WebInstructSub
Methodology:
The models are fine-tuned with the WEBINSTRUCT dataset using the original Llama-3, Mistral, and Mistal models as base models.
Input Output 
Accepted Modalities:
text
LLM NameMAmmoTH2 7B
Repository 🤗https://huggingface.co/TIGER-Lab/MAmmoTH2-7B 
Model Size7b
Required VRAM14.4 GB
Updated2025-02-22
MaintainerTIGER-Lab
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Astral 256K 7B V2250K / 14.4 GB70
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Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than TIGER-Lab/MAmmoTH2-7B.

Rank the MAmmoTH2 7B 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 v20241227
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