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13B MATH DPO by yunconglong

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  Autotrain compatible   Dpo   Endpoints compatible   Mixtral   Moe   Region:us   Rl-tuned   Safetensors   Sharded   Tensorflow

13B MATH DPO Benchmarks

ARC: 74.66 vs 96.7 (so35)-22.8%
HellaSwag: 89.51 vs 95.3 (gpt4)-6.1%
MMLU: 64.53 vs 88.3 (so35)-26.9%
TruthfulQA: 78.63 vs 59 (gpt4)33.3%
WinoGrande: 88.08 vs 87.5 (gpt4)0.7%
GSM8K: 67.1 vs 96.4 (so35)-30.4%
LLME Score: 0.19747
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

13B MATH DPO Parameters and Internals

LLM Name13B MATH DPO
Repository 🤗https://huggingface.co/yunconglong/13B_MATH_DPO 
Model Size13b
Required VRAM25.8 GB
Updated2024-09-07
Maintaineryunconglong
Model Typemixtral
Model Files  5.0 GB: 1-of-6   4.9 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   4.9 GB: 5-of-6   1.0 GB: 6-of-6
Model ArchitectureMixtralForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.37.1
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typebfloat16
13B MATH DPO (yunconglong/13B_MATH_DPO)

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WordWoven 13B AWQ32K / 7.1 GB82
Note: green Score (e.g. "73.2") means that the model is better than yunconglong/13B_MATH_DPO.

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Release v2024072803
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