LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Yi 34B Chat 4bits by 01-ai

 »  All LLMs  »  01-ai  »  Yi 34B Chat 4bits   URL Share it on

  100   
  Arxiv:2311.16502   Arxiv:2401.11944   Arxiv:2403.04652   4-bit   Autotrain compatible   Awq   Conversational   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/01-ai/Yi-34B-Chat-4bits 

Yi 34B Chat 4bits Benchmarks

LLME Score: 0.15278
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi 34B Chat 4bits (01-ai/Yi-34B-Chat-4bits)

Yi 34B Chat 4bits Parameters and Internals

Model Type 
Chat model, Text generation
Use Cases 
Areas:
Chat applications, Creative content generation
Applications:
Commercial applications, Research, Educational tools
Primary Use Cases:
Chatbots, Virtual assistants, Story generation
Limitations:
Potential for hallucination, May produce inconsistent outputs
Considerations:
Adjust generation parameters for desired output qualities.
Additional Notes 
Models do not directly use Llama's weights; unique datasets and training infrastructure emphasize Yi's independent development.
Supported Languages 
English (Fluent), Chinese (Fluent)
Training Details 
Data Sources:
Trainer Multilingual Corpora, 3T Tokens
Data Volume:
3T Multilingual Corpus
Methodology:
Transformer-based architecture
Context Length:
200000
Training Time:
Not specified
Hardware Used:
NVIDIA A800 (80GB), 4090 GPU
Model Architecture:
Based on Llama's architecture
Responsible Ai Considerations 
Fairness:
Addressed during model development.
Transparency:
Standard Transformer architecture; detailed in tech report.
Accountability:
01.AI
Mitigation Strategies:
Use of Supervised Fine-Tuning for better accuracy.
Input Output 
Input Format:
Interactive prompt conversation
Accepted Modalities:
Text
Output Format:
Text responses or follow-ups
Performance Tips:
Calibrate temperature, top_p, top_k settings for desired response diversity.
Release Notes 
Version:
1.0
Date:
2023-11-23
Notes:
Initial open-source release of chat model, supporting both 4-bit and 8-bit quantizations.
Version:
2.0
Date:
2023-12-19
Notes:
Improved performance in coding, math, and reasoning with larger context capabilities.
LLM NameYi 34B Chat 4bits
Repository 🤗https://huggingface.co/01-ai/Yi-34B-Chat-4bits 
Model Size34b
Required VRAM19.3 GB
Updated2025-02-22
Maintainer01-ai
Model Typellama
Model Files  10.0 GB: 1-of-2   9.3 GB: 2-of-2   10.0 GB: 1-of-2   9.3 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typefloat16

Quantized Models of the Yi 34B Chat 4bits

Model
Likes
Downloads
VRAM
Yi 34B Chat Bnb 4bit27619 GB

Best Alternatives to Yi 34B Chat 4bits

Best Alternatives
Context / RAM
Downloads
Likes
Casual Magnum 34B195K / 68.8 GB141
34B Beta195K / 69.2 GB372963
Bagel 34B V0.2195K / 68.7 GB679040
Bagel Hermes 34B Slerp195K / 68.9 GB38941
Smaug 34B V0.1195K / 69.2 GB367260
Yi 34B 200K195K / 68.9 GB6015318
Yi 34B 200K AEZAKMI V2195K / 69.2 GB200712
Faro Yi 34B195K / 69.2 GB36126
Smaug 34B V0.1 ExPO195K / 69.2 GB19720
Mergekit Slerp Anaazls195K / 69.2 GB90
Note: green Score (e.g. "73.2") means that the model is better than 01-ai/Yi-34B-Chat-4bits.

Rank the Yi 34B Chat 4bits 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  

What open-source LLMs or SLMs are you in search of? 43470 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer