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Truthful DPO Cloudyu Mixtral 34Bx2 MoE 60B by cloudyu

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  Autotrain compatible   Dpo   Endpoints compatible   Mixtral   Moe   Region:us   Rl-tuned   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/cloudyu/Truthful_DPO_cloudyu_Mixtral_34Bx2_MoE_60B 

Truthful DPO Cloudyu Mixtral 34Bx2 MoE 60B Benchmarks

ARC: 71.25 vs 96.7 (so35)-26.3%
HellaSwag: 85.24 vs 95.3 (gpt4)-10.6%
MMLU: 77.28 vs 88.3 (so35)-12.5%
TruthfulQA: 66.74 vs 59 (gpt4)13.1%
WinoGrande: 84.29 vs 87.5 (gpt4)-3.7%
GSM8K: 74.07 vs 96.4 (so35)-23.2%
LLME Score: 0.16857
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Truthful DPO Cloudyu Mixtral 34Bx2 MoE 60B (cloudyu/Truthful_DPO_cloudyu_Mixtral_34Bx2_MoE_60B)

Truthful DPO Cloudyu Mixtral 34Bx2 MoE 60B Parameters and Internals

Model Type 
moe, DPO, RL-TUNED
Additional Notes 
Supports the DPO Trainer for training language models from preference data.
Training Details 
Data Sources:
jondurbin/truthy-dpo-v0.1
Methodology:
Direct Preference Optimization
LLM NameTruthful DPO Cloudyu Mixtral 34Bx2 MoE 60B
Repository 🤗https://huggingface.co/cloudyu/Truthful_DPO_cloudyu_Mixtral_34Bx2_MoE_60B 
Model Size60.8b
Required VRAM121.8 GB
Updated2025-02-05
Maintainercloudyu
Model Typemixtral
Model Files  4.9 GB: 1-of-25   4.8 GB: 2-of-25   4.9 GB: 3-of-25   4.8 GB: 4-of-25   4.9 GB: 5-of-25   4.8 GB: 6-of-25   4.9 GB: 7-of-25   5.0 GB: 8-of-25   5.0 GB: 9-of-25   5.0 GB: 10-of-25   5.0 GB: 11-of-25   5.0 GB: 12-of-25   5.0 GB: 13-of-25   5.0 GB: 14-of-25   5.0 GB: 15-of-25   5.0 GB: 16-of-25   5.0 GB: 17-of-25   5.0 GB: 18-of-25   5.0 GB: 19-of-25   5.0 GB: 20-of-25   5.0 GB: 21-of-25   5.0 GB: 22-of-25   5.0 GB: 23-of-25   5.0 GB: 24-of-25   2.8 GB: 25-of-25
Model ArchitectureMixtralForCausalLM
Licensemit
Context Length200000
Model Max Length200000
Transformers Version4.37.1
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size64000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than cloudyu/Truthful_DPO_cloudyu_Mixtral_34Bx2_MoE_60B.

Rank the Truthful DPO Cloudyu Mixtral 34Bx2 MoE 60B Capabilities

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Instruction Following and Task Automation  
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Release v20241227
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