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TechGPT 2.0 Alpaca Hf by neukg

 »  All LLMs  »  neukg  »  TechGPT 2.0 Alpaca Hf   URL Share it on

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  Arxiv:2304.08177   Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/neukg/TechGPT-2.0-alpaca-hf 

TechGPT 2.0 Alpaca Hf Benchmarks

LLME Score: 0.15131
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TechGPT 2.0 Alpaca Hf (neukg/TechGPT-2.0-alpaca-hf)

TechGPT 2.0 Alpaca Hf Parameters and Internals

Model Type 
generative, knowledge-based, transformer
Use Cases 
Areas:
academic research, commercial applications
Applications:
knowledge graph construction, intelligent Q&A systems
Primary Use Cases:
nested entity recognition, medical and legal text processing
Limitations:
may not perform well with Western languages, potential hallucinations in answers
Considerations:
Ensure to test outputs for accuracy.
Additional Notes 
Provides comprehensive toolsets for industry and academic purposes.
Supported Languages 
Chinese (high), English (medium)
Training Details 
Data Sources:
TechKG large-scale academic corpus
Data Volume:
large
Methodology:
fine-tuning, full and partial
Context Length:
12000
Hardware Used:
Ascend 910A, NVIDIA 4090
Model Architecture:
Transformer
Responsible Ai Considerations 
Fairness:
Efforts to reduce bias in generated content.
Transparency:
Model development details are openly shared.
Accountability:
The research team is accountable for model outputs.
Mitigation Strategies:
Continuous refinements to align output with human values.
Input Output 
Input Format:
Following predefined prompts specific to model variant (Alpaca, Atom).
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Use specific prompt templates for optimal responses.
Release Notes 
Version:
2.0
Date:
2024-08-22
Notes:
Enhanced capabilities in law and medical domains, updated parameters, new model GUI.
LLM NameTechGPT 2.0 Alpaca Hf
Repository 🤗https://huggingface.co/neukg/TechGPT-2.0-alpaca-hf 
Required VRAM14 GB
Updated2025-01-16
Maintainerneukg
Model Typellama
Model Files  10.0 GB: 1-of-2   4.0 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length512
Model Max Length512
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size55296
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than neukg/TechGPT-2.0-alpaca-hf.

Rank the TechGPT 2.0 Alpaca Hf 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  

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Release v20241227
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