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Xwin Math 70B V1.0 by Xwin-LM

 »  All LLMs  »  Xwin-LM  »  Xwin Math 70B V1.0   URL Share it on

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  Arxiv:2405.20335   Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/Xwin-LM/Xwin-Math-70B-V1.0 

Xwin Math 70B V1.0 Benchmarks

ARC: 64.51 vs 96.7 (so35)-33.3%
HellaSwag: 84.88 vs 95.3 (gpt4)-10.9%
MMLU: 66.2 vs 88.3 (so35)-25%
TruthfulQA: 51.58 vs 59 (gpt4)-12.6%
WinoGrande: 81.53 vs 87.5 (gpt4)-6.8%
GSM8K: 58 vs 96.4 (so35)-39.8%
LLME Score: 0.159
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Xwin Math 70B V1.0 (Xwin-LM/Xwin-Math-70B-V1.0)

Xwin Math 70B V1.0 Parameters and Internals

Model Type 
SFT LLM, Math Problem Solving
LLM NameXwin Math 70B V1.0
Repository 🤗https://huggingface.co/Xwin-LM/Xwin-Math-70B-V1.0 
Model Size70b
Required VRAM275.3 GB
Updated2025-02-22
MaintainerXwin-LM
Model Typellama
Model Files  9.4 GB: 1-of-29   9.3 GB: 2-of-29   10.0 GB: 3-of-29   9.9 GB: 4-of-29   9.3 GB: 5-of-29   9.3 GB: 6-of-29   9.3 GB: 7-of-29   10.0 GB: 8-of-29   9.9 GB: 9-of-29   9.3 GB: 10-of-29   9.3 GB: 11-of-29   9.3 GB: 12-of-29   10.0 GB: 13-of-29   9.9 GB: 14-of-29   9.3 GB: 15-of-29   9.3 GB: 16-of-29   9.3 GB: 17-of-29   10.0 GB: 18-of-29   9.9 GB: 19-of-29   9.3 GB: 20-of-29   9.3 GB: 21-of-29   9.3 GB: 22-of-29   10.0 GB: 23-of-29   9.9 GB: 24-of-29   9.3 GB: 25-of-29   9.3 GB: 26-of-29   9.3 GB: 27-of-29   10.0 GB: 28-of-29   7.6 GB: 29-of-29
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than Xwin-LM/Xwin-Math-70B-V1.0.

Rank the Xwin Math 70B V1.0 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 v20241227
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