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Phi 3 Orpo V9.4 by cstr

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

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  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: 0.18498
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3 Orpo V9.4 (cstr/phi-3-orpo-v9_4)

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
Updated2025-02-05
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

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Phi 3.5 Mini Instruct Bnb 4bit128K / 2.3 GB3960010
Phi 3.5 Pii Test 13128K / 7.6 GB70
...penbuddy Llama2 13b64k V15 AWQ64K / 7.4 GB141
...enbuddy Llama2 13b64k V15 GPTQ64K / 7.4 GB100
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

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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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