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Llama 3 70B Instruct DPO V0.3 by MaziyarPanahi

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  Autotrain compatible   Axolotl Base model:meta-llama/meta-lla...   Chatml   Conversational Dataset:maziyarpanahi/truthy-d...   Dpo   En   Facebook   Finetuned   Instruct   License:llama3   Llama   Llama-3   Meta   Model-index   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Llama 3 70B Instruct DPO V0.3 Benchmarks

ARC: 72.35 vs 96.7 (so35)-25.2%
HellaSwag: 86 vs 95.3 (gpt4)-9.8%
MMLU: 80.47 vs 88.3 (so35)-8.9%
TruthfulQA: 63.45 vs 59 (gpt4)7.5%
WinoGrande: 82.95 vs 87.5 (gpt4)-5.2%
GSM8K: 87.19 vs 96.4 (so35)-9.6%
LLME Score: 0.22032
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Llama 3 70B Instruct DPO V0.3 Parameters and Internals

LLM NameLlama 3 70B Instruct DPO V0.3
Repository 🤗https://huggingface.co/MaziyarPanahi/Llama-3-70B-Instruct-DPO-v0.3 
Model NameLlama-3-70B-Instruct-DPO-v0.3
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 V0.3 (MaziyarPanahi/Llama-3-70B-Instruct-DPO-v0.3)

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

Rank the Llama 3 70B Instruct DPO V0.3 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 v2024072803
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