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

Phi 3 Orpo V9.4 by cstr

 »  All LLMs  »  cstr  »  Phi 3 Orpo V9.4   URL Share it on

  19   
  4-bit   Autotrain compatible Base model:cstr/phi-3-orpo-v8 ... Base model:quantized:cstr/phi-...   Bitsandbytes   Conversational   En   Endpoints compatible   Llama   Orpo   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/cstr/phi-3-orpo-v9_4 

Phi 3 Orpo V9.4 Benchmarks

LLME Score: 0.16606
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
🌟 Advertise your project 🚀

Phi 3 Orpo V9.4 Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, trl, orpo
Additional Notes 
The model was trained 2x faster using Unsloth.
Training Details 
Methodology:
Unsloth and Huggingface's TRL library
LLM NamePhi 3 Orpo V9.4
Repository 🤗https://huggingface.co/cstr/phi-3-orpo-v9_4 
Base Model(s)  Phi 3 Orpo V8.16   cstr/phi-3-orpo-v8_16
Model Size2.1b
Required VRAM2.3 GB
Updated2025-06-09
Maintainercstr
Model Typellama
Model Files  2.3 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typefloat16
Phi 3 Orpo V9.4 (cstr/phi-3-orpo-v9_4)

Best Alternatives to Phi 3 Orpo V9.4

Best Alternatives
Context / RAM
Downloads
Likes
Kanana 1.5 2.1B Instruct 250532K / 4.6 GB411418
Kanana 1.5 2.1B Base32K / 4.2 GB24317
Kanana Safeguard Prompt 2.1B8K / 4.2 GB23310
Kanana Nano 2.1B Instruct8K / 4.2 GB394865
Kanana Nano 2.1B Base8K / 4.2 GB301036
DAMI Base Merge 04088K / 4.6 GB230
EcomGen 0.0.2v8K / 8.4 GB90
CT LLM Base4K / 4.3 GB2710
CT LLM SFT DPO4K / 0 GB165
CT LLM SFT4K / 0 GB111
Note: green Score (e.g. "73.2") means that the model is better than cstr/phi-3-orpo-v9_4.

Rank the Phi 3 Orpo V9.4 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? 48046 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 v20241124
  Support LLM Explorer