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ArliAI Llama 3 8B Instruct DPO V0.1 by OwenArli

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  Autotrain compatible   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/OwenArli/ArliAI-Llama-3-8B-Instruct-DPO-v0.1 

ArliAI Llama 3 8B Instruct DPO V0.1 Benchmarks

LLME Score: 0.1961
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ArliAI Llama 3 8B Instruct DPO V0.1 (OwenArli/ArliAI-Llama-3-8B-Instruct-DPO-v0.1)

ArliAI Llama 3 8B Instruct DPO V0.1 Parameters and Internals

Model Type 
instruction-following
Additional Notes 
The model supports quantizations such as FP16.
Training Details 
Data Sources:
https://huggingface.co/datasets/Intel/orca_dpo_pairs, https://huggingface.co/datasets/argilla/distilabel-math-preference-dpo, https://huggingface.co/datasets/unalignment/toxic-dpo-v0.2, https://huggingface.co/datasets/M4-ai/prm_dpo_pairs_cleaned, https://huggingface.co/datasets/jondurbin/truthy-dpo-v0.1
Methodology:
DPO fine tuning
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|>
Output Format:
<|assistant output|> format
LLM NameArliAI Llama 3 8B Instruct DPO V0.1
Repository 🤗https://huggingface.co/OwenArli/ArliAI-Llama-3-8B-Instruct-DPO-v0.1 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
MaintainerOwenArli
Model Typellama
Instruction-BasedYes
Model Files  2.0 GB: 1-of-9   1.9 GB: 2-of-9   2.0 GB: 3-of-9   1.9 GB: 4-of-9   2.0 GB: 5-of-9   1.9 GB: 6-of-9   2.0 GB: 7-of-9   1.3 GB: 8-of-9   1.1 GB: 9-of-9
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than OwenArli/ArliAI-Llama-3-8B-Instruct-DPO-v0.1.

Rank the ArliAI Llama 3 8B Instruct DPO V0.1 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 v20241227
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