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Ziya Reader 13B V1.0 by IDEA-CCNL

By IDEA-CCNL · 21 downloads
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Ziya Reader 13B V1.0 is an open-source language model by IDEA-CCNL. Features: 13b LLM, VRAM: 26.1GB, Context: 4K, License: gpl-3.0, LLM Explorer Score: 0.09.

  Arxiv:2209.02970   Arxiv:2311.09198   Endpoints compatible   Llama   Pytorch   Region:us   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/IDEA-CCNL/Ziya-Reader-13B-v1.0 

Ziya Reader 13B V1.0 Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model enhances capabilities for knowledge base QA, retrieval QA, and use in e-commerce customer service scenarios by solving multi-document QA challenges.
Supported Languages 
zh (native)
Training Details 
Data Sources:
near ten million general data and retrieval question-answering data
Data Volume:
100,000 high-quality data
Methodology:
fine-tuning
Context Length:
8000
Model Architecture:
Llama2
Input Output 
Input Format:
application/json
Accepted Modalities:
text
Output Format:
generated text
Performance Tips:
For reading comprehension, question should be placed before the context (knowledge documents). When multiple retrieval results exist, each should be separated by '<eod>\n'.
Release Notes 
Version:
v1.0
Date:
2023
Notes:
Introduced model with enhanced memory and QA capabilities.
LLM NameZiya Reader 13B V1.0
Repository 🤗https://huggingface.co/IDEA-CCNL/Ziya-Reader-13B-v1.0 
Model Size13b
Required VRAM26.1 GB
Updated2026-07-10
MaintainerIDEA-CCNL
Model Typellama
Model Files  0.9 GB: 1-of-28   1.0 GB: 2-of-28   0.9 GB: 3-of-28   1.0 GB: 4-of-28   0.9 GB: 5-of-28   1.0 GB: 6-of-28   0.9 GB: 7-of-28   1.0 GB: 8-of-28   0.9 GB: 9-of-28   1.0 GB: 10-of-28   0.9 GB: 11-of-28   1.0 GB: 12-of-28   0.9 GB: 13-of-28   1.0 GB: 14-of-28   0.9 GB: 15-of-28   1.0 GB: 16-of-28   0.9 GB: 17-of-28   1.0 GB: 18-of-28   0.9 GB: 19-of-28   1.0 GB: 20-of-28   0.9 GB: 21-of-28   1.0 GB: 22-of-28   0.9 GB: 23-of-28   1.0 GB: 24-of-28   0.9 GB: 25-of-28   1.0 GB: 26-of-28   0.9 GB: 27-of-28   0.5 GB: 28-of-28
Supported Languageszh
Model ArchitectureLlamaForCausalLM
Licensegpl-3.0
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size39424
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than IDEA-CCNL/Ziya-Reader-13B-v1.0.