Yi 6B 200K GPTQ by TheBloke

 ยป  All LLMs  ยป  TheBloke  ยป  Yi 6B 200K GPTQ   URL Share it on

  4-bit   Autotrain compatible   Base model:01-ai/yi-6b-200k Base model:quantized:01-ai/yi-...   Custom code   Gptq   Quantized   Region:us   Safetensors   Yi

Yi 6B 200K GPTQ Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi 6B 200K GPTQ (TheBloke/Yi-6B-200K-GPTQ)

Yi 6B 200K GPTQ Parameters and Internals

Model Type 
yi
Additional Notes 
The Yi series models are trained with 4K sequence length and can be extended to 32K during inference time. This involves quantisation for different hardware specifications.
Supported Languages 
bilingual (English/Chinese)
LLM NameYi 6B 200K GPTQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/Yi-6B-200K-GPTQ 
Model NameYi 6B 200K
Model Creator01-ai
Base Model(s)  Yi 6B 200K   01-ai/Yi-6B-200K
Model Size6b
Required VRAM3.9 GB
Updated2024-12-21
MaintainerTheBloke
Model Typeyi
Model Files  3.9 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureYiForCausalLM
Licenseother
Context Length200000
Model Max Length200000
Transformers Version4.35.0
Tokenizer ClassYiTokenizer
Vocabulary Size64000
Torch Data Typebfloat16

Best Alternatives to Yi 6B 200K GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
Yi 6B GPTQ4K / 3.9 GB951
...o Claude Puffin 8.0bpw H8 EXL2195K / 6.3 GB61
... Spicyboros 3.1 4.0bpw H6 EXL24K / 3.5 GB133
... Spicyboros 3.1 3.0bpw H6 EXL24K / 2.8 GB141
Yi 6B 200K AWQ195K / 3.9 GB592
Yi 6B 200K Airo Claude Puffin195K / 12.1 GB81
Dragon Yi 6B V04K / 3.7 GB5660
Dragon Yi 6B V0 AWQ4K / 3.9 GB292
01 Ai Yi 6B Openhermes4K / 12.1 GB94
Yi 6B AWQ4K / 3.9 GB331
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Yi-6B-200K-GPTQ.

Rank the Yi 6B 200K GPTQ 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? 40066 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217