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Llama 3 70B Instruct DPO V0.2 by MaziyarPanahi

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Model Card on HF 🤗: https://huggingface.co/MaziyarPanahi/Llama-3-70B-Instruct-DPO-v0.2 

Llama 3 70B Instruct DPO V0.2 Benchmarks

MMLU Pro: 46.74
GPQA: 12.19
MUSR: 15.3
BBH: 48.57
IFEval: 82.08 vs 88 (so35)-6.7%
ARC: 72.53 vs 96.7 (so35)-25%
HellaSwag: 86.22 vs 95.3 (gpt4)-9.5%
MMLU: 80.41 vs 88.3 (so35)-8.9%
TruthfulQA: 63.57 vs 59 (gpt4)7.7%
WinoGrande: 82.79 vs 87.5 (gpt4)-5.4%
GSM8K: 88.25 vs 96.4 (so35)-8.5%
MATH Lvl 5: 22.96
LLME Score: 0.35563
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Llama 3 70B Instruct DPO V0.2 Parameters and Internals

Model Type 
text generation
Additional Notes 
Previously known as MaziyarPanahi/Llama-3-70B-Instruct-DPO-v0.2, renamed for clarity.
LLM NameLlama 3 70B Instruct DPO V0.2
Repository 🤗https://huggingface.co/MaziyarPanahi/Llama-3-70B-Instruct-DPO-v0.2 
Model NameLlama-3-70B-Instruct-DPO-v0.2
Model CreatorMaziyarPanahi
Base Model(s)  Meta Llama 3 70B Instruct   meta-llama/Meta-Llama-3-70B-Instruct
Model Size70b
Required VRAM141.9 GB
Updated2024-07-20
MaintainerMaziyarPanahi
Model Typellama
Instruction-BasedYes
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128257
Torch Data Typebfloat16
Llama 3 70B Instruct DPO V0.2 (MaziyarPanahi/Llama-3-70B-Instruct-DPO-v0.2)

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Note: green Score (e.g. "73.2") means that the model is better than MaziyarPanahi/Llama-3-70B-Instruct-DPO-v0.2.

Rank the Llama 3 70B Instruct DPO V0.2 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 v20241124
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