LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

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

 »  All LLMs  »  OwenArli  »  ArliAI Llama 3 8B Instruct ORPO V0.1   URL Share it on

  203   
  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-ORPO-v0.1 

ArliAI Llama 3 8B Instruct ORPO V0.1 Benchmarks

LLME Score: 0.19311
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 ORPO V0.1 (OwenArli/ArliAI-Llama-3-8B-Instruct-ORPO-v0.1)

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

Additional Notes 
Despite the toxic datasets to reduce refusals, this model is still relatively safe but refuses less than the original Meta model. As of now ORPO fine-tuning seems to improve some metrics while reducing other metrics.
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:
ORPO 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|>
LLM NameArliAI Llama 3 8B Instruct ORPO V0.1
Repository 🤗https://huggingface.co/OwenArli/ArliAI-Llama-3-8B-Instruct-ORPO-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

Best Alternatives to ArliAI Llama 3 8B Instruct ORPO V0.1

Best Alternatives
Context / RAM
Downloads
Likes
...a 3 8B Instruct Gradient 1048K1024K / 16.1 GB6623678
Mpasila Viking 8B1024K / 16.1 GB590
161024K / 16.1 GB1690
Because Im Bored Nsfw11024K / 16.1 GB661
121024K / 16.1 GB600
MrRoboto ProLong 8B V4b1024K / 16.1 GB1070
MrRoboto ProLong 8B V1a1024K / 16.1 GB1080
MrRoboto ProLong 8B V2a1024K / 16.1 GB1020
MrRoboto ProLong 8B V4c1024K / 16.1 GB870
8B Unaligned BASE V2b1024K / 16.1 GB980
Note: green Score (e.g. "73.2") means that the model is better than OwenArli/ArliAI-Llama-3-8B-Instruct-ORPO-v0.1.

Rank the ArliAI Llama 3 8B Instruct ORPO V0.1 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 42577 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer