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YuLan Chat 2 13B Fp16 by yulan-team

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  Autotrain compatible   Endpoints compatible   Fp16   Llama   Pytorch   Quantized   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/yulan-team/YuLan-Chat-2-13b-fp16 

YuLan Chat 2 13B Fp16 Benchmarks

ARC: 59.04 vs 96.7 (so35)-38.9%
HellaSwag: 80.66 vs 95.3 (gpt4)-15.4%
MMLU: 56.72 vs 88.3 (so35)-35.8%
TruthfulQA: 52.18 vs 59 (gpt4)-11.6%
WinoGrande: 79.64 vs 87.5 (gpt4)-9%
GSM8K: 13.8 vs 96.4 (so35)-85.7%
LLME Score: 0.1396
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
YuLan Chat 2 13B Fp16 (yulan-team/YuLan-Chat-2-13b-fp16)
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YuLan Chat 2 13B Fp16 Parameters and Internals

Model Type 
chat-based, bilingual
Use Cases 
Areas:
academic research
Limitations:
May generate biases, discrimination, or other potentially harmful content
Supported Languages 
English (high), Chinese (high)
Training Details 
Methodology:
Continually-pretrained and instruction-tuning.
Context Length:
8192
Input Output 
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
YuLan-Chat-2-13B
Date:
2023.8.2
Notes:
Released as based on LLaMA2-13B with extended vocabulary and length, continued pre-training, and instruction tuning.
Version:
YuLan-LLaMA-2-13B
Date:
2023.8.2
Notes:
Released with expanded capabilities, unifying LLaMA-2 framework.
Version:
YuLan-Chat-1-65B-v2
Date:
2023.8.2
Notes:
Released with continued pre-training and tuning.
Version:
YuLan-Chat-1-13B-v1
Date:
2023.6.8
Notes:
Initial release version.
Version:
YuLan-Chat-1-65B-v1
Date:
2023.6.8
Notes:
Initial release version.
LLM NameYuLan Chat 2 13B Fp16
Repository 🤗https://huggingface.co/yulan-team/YuLan-Chat-2-13b-fp16 
Model Size13b
Required VRAM26.5 GB
Updated2025-09-17
Maintaineryulan-team
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.7 GB: 3-of-3
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length8192
Model Max Length8192
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size51200
Torch Data Typebfloat16

Quantized Models of the YuLan Chat 2 13B Fp16

Model
Likes
Downloads
VRAM
YuLan Chat 2 13B GGUF41655 GB
YuLan Chat 2 13B GPTQ147 GB

Best Alternatives to YuLan Chat 2 13B Fp16

Best Alternatives
Context / RAM
Downloads
Likes
Llama13b 32K Illumeet Finetune32K / 26 GB90
...Maid V3 13B 32K 6.0bpw H6 EXL232K / 10 GB71
...Maid V3 13B 32K 8.0bpw H8 EXL232K / 13.2 GB51
WhiteRabbitNeo 13B V116K / 26 GB2613428
CodeLlama 13B Python Fp1616K / 26 GB261725
CodeLlama 13B Instruct Fp1616K / 26 GB263828
...Llama 13B Instruct Hf 4bit MLX16K / 7.8 GB12332
CodeLlama 13B Fp1616K / 26 GB666
Airophin 13B Pntk 16K Fp1616K / 26 GB16514
Codellama 13B Bnb 4bit16K / 7.2 GB445
Note: green Score (e.g. "73.2") means that the model is better than yulan-team/YuLan-Chat-2-13b-fp16.

Rank the YuLan Chat 2 13B Fp16 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 v20241124
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