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Phi 3 Mini 128K ChatQA V0.1 by AtakanTekparmak

 »  All LLMs  »  AtakanTekparmak  »  Phi 3 Mini 128K ChatQA V0.1   URL Share it on

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  Autotrain compatible   Code   Conversational   Custom code   En   Endpoints compatible   Phi3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/AtakanTekparmak/Phi-3-Mini-128k-ChatQA-v0.1 

Phi 3 Mini 128K ChatQA V0.1 Benchmarks

LLME Score: 0.18653
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 3 Mini 128K ChatQA V0.1 (AtakanTekparmak/Phi-3-Mini-128k-ChatQA-v0.1)

Phi 3 Mini 128K ChatQA V0.1 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
RAG applications
Additional Notes 
This is an experimental model focusing on reducing parameters for use in RAG applications.
Supported Languages 
en (English)
Training Details 
Data Sources:
nvidia/ChatQA-Training-Data
Methodology:
LoRA fine-tune using mlx-lm
Context Length:
131072
LLM NamePhi 3 Mini 128K ChatQA V0.1
Repository 🤗https://huggingface.co/AtakanTekparmak/Phi-3-Mini-128k-ChatQA-v0.1 
Model Size3.8b
Required VRAM7.7 GB
Updated2024-12-03
MaintainerAtakanTekparmak
Model Typephi3
Model Files  5.4 GB: 1-of-2   2.3 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than AtakanTekparmak/Phi-3-Mini-128k-ChatQA-v0.1.

Rank the Phi 3 Mini 128K ChatQA 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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