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SFT D1chosen Math CosineLR Instruct by SongTonyLi

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Model Card on HF 🤗: https://huggingface.co/SongTonyLi/SFT_D1chosen_math_cosineLR_instruct 

SFT D1chosen Math CosineLR Instruct Benchmarks

LLME Score: 0.21471
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SFT D1chosen Math CosineLR Instruct (SongTonyLi/SFT_D1chosen_math_cosineLR_instruct)

SFT D1chosen Math CosineLR Instruct Parameters and Internals

Model Type 
text generation
Additional Notes 
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
Supported Languages 
en (English)
LLM NameSFT D1chosen Math CosineLR Instruct
Repository 🤗https://huggingface.co/SongTonyLi/SFT_D1chosen_math_cosineLR_instruct 
Base Model(s)  unsloth/meta-llama-3.1-8b-instruct-bnb-4bit   unsloth/meta-llama-3.1-8b-instruct-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2025-01-28
MaintainerSongTonyLi
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Rank the SFT D1chosen Math CosineLR Instruct 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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