TechGPT 2.0 Alpaca Hf by neukg

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

  Arxiv:2304.08177   Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Sharded

TechGPT 2.0 Alpaca Hf Benchmarks

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 ๐Ÿค—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

Best Alternatives to TechGPT 2.0 Alpaca Hf

Best Alternatives
Context / RAM
Downloads
Likes
LWM Text 512K512K / 13.5 GB92
LWM Text Chat 512K512K / 13.5 GB82
LWM Text 256K256K / 13.5 GB1603
LWM Text Chat 256K256K / 13.5 GB113
Pallas 0.5 LASER 0.1195K / 68.9 GB7332
Ashley3b X 1.2128K / 6.5 GB250
Ashley3b X 1.3128K / 6.5 GB140
Cyber13128K / 16.1 GB100
Cyber8128K / 16.1 GB70
LWM Text Chat 128K128K / 13.5 GB16820
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

๐Ÿ†˜ 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! ๐ŸŒŸ

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? 41470 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227