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Awanllm Llama 3 8B Instruct DPO V0.2 by OwenArli

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  Autotrain compatible   Conversational   Endpoints compatible   Instruct   License:llama3   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/OwenArli/Awanllm-Llama-3-8B-Instruct-DPO-v0.2 
Awanllm Llama 3 8B Instruct DPO V0.2 (OwenArli/Awanllm-Llama-3-8B-Instruct-DPO-v0.2)

Awanllm Llama 3 8B Instruct DPO V0.2 Parameters and Internals

Model Type 
text generation, instruct
Additional Notes 
Realized a tokenization mistake with the previous DPO model, now testing a new version.
Training Details 
Data Sources:
https://huggingface.co/datasets/mlabonne/orpo-dpo-mix-40k
Methodology:
DPO training
Input Output 
Input Format:
<|begin_of_text|><|start_header_id|>system<|end_header_id|> {{ system_prompt }}<|eot_id|><|start_header_id|>user<|end_header_id|> {{ user_message_1 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|> {{ model_answer_1 }}<|eot_id|><|start_header_id|>user<|end_header_id|> {{ user_message_2 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
LLM NameAwanllm Llama 3 8B Instruct DPO V0.2
Repository 🤗https://huggingface.co/OwenArli/Awanllm-Llama-3-8B-Instruct-DPO-v0.2 
Model Size8b
Required VRAM16.1 GB
Updated2024-07-04
MaintainerOwenArli
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than OwenArli/Awanllm-Llama-3-8B-Instruct-DPO-v0.2.

Rank the Awanllm Llama 3 8B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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