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

Phi 2 Insurance Qa Sft Lora by soulhq-ai

 »  All LLMs  »  soulhq-ai  »  Phi 2 Insurance Qa Sft Lora   URL Share it on

  11   
  Arxiv:2106.09685   Autotrain compatible   Custom code Dataset:soulhq-ai/insuranceqa-...   En   Endpoints compatible   Insurance   Lora   Phi   Phi-2   Qa   Region:us   Safetensors   Sft   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/soulhq-ai/phi-2-insurance_qa-sft-lora 

Phi 2 Insurance Qa Sft Lora Benchmarks

LLME Score: 0.14568
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 2 Insurance Qa Sft Lora (soulhq-ai/phi-2-insurance_qa-sft-lora)
🌟 Advertise your project 🚀

Phi 2 Insurance Qa Sft Lora Parameters and Internals

Model Type 
text generation, question answering
Use Cases 
Areas:
insurance
Primary Use Cases:
answering questions around insurance
Limitations:
Generate Inaccurate Facts, Unreliable Responses to Instructions, Language Limitations, Potential Societal Biases, Toxicity, Verbosity
Additional Notes 
Phi-2 compatibility has been integrated in the development version (4.37.0.dev) of transformers.
Supported Languages 
en (standard English)
Training Details 
Data Sources:
soulhq-ai/insuranceQA-v2
Data Volume:
27.96K QA pairs
Methodology:
LoRA modifications for efficient Insurance domain-specific fine-tuning
Context Length:
2048
Hardware Used:
NVIDIA A40
Model Architecture:
Phi-2 with LoRA modifications
Input Output 
Input Format:
### Instruction: <instruction> ### Response:
Accepted Modalities:
text
Output Format:
text response
LLM NamePhi 2 Insurance Qa Sft Lora
Repository 🤗https://huggingface.co/soulhq-ai/phi-2-insurance_qa-sft-lora 
Model Size2.8b
Required VRAM5.6 GB
Updated2024-10-21
Maintainersoulhq-ai
Model Typephi
Model Files  5.0 GB: 1-of-2   0.6 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhiForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.38.2
Tokenizer ClassCodeGenTokenizer
Vocabulary Size51200
LoRA ModelYes
Torch Data Typebfloat16

Best Alternatives to Phi 2 Insurance Qa Sft Lora

Best Alternatives
Context / RAM
Downloads
Likes
MFANN3bv0.24128K / 11.1 GB50
MFANN3b128K / 11.1 GB70
MFANN3bv1.4128K / 11.1 GB60
MFANN Phigments Slerp V3.2128K / 5.6 GB50
MFANN3bv1.3128K / 11.1 GB60
MFANN3bv0.23128K / 11.1 GB50
MFANN3bv1.1128K / 11.1 GB70
MFANN3bv1.5128K / 11.1 GB80
MFANN3b Rebase128K / 11.1 GB60
MFANN Liminerity Slerp 4a128K / 5.6 GB50
Note: green Score (e.g. "73.2") means that the model is better than soulhq-ai/phi-2-insurance_qa-sft-lora.

Rank the Phi 2 Insurance Qa Sft Lora 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? 51369 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