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Yi Coder 9B Chat by 01-ai

 »  All LLMs  »  01-ai  »  Yi Coder 9B Chat   URL Share it on

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  Arxiv:2403.04652   Autotrain compatible   Base model:01-ai/yi-coder-9b Base model:finetune:01-ai/yi-c...   Codegen   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

Yi Coder 9B Chat Benchmarks

LLME Score: 0.34484
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Yi Coder 9B Chat Parameters and Internals

Model Type 
code language model
Use Cases 
Areas:
Research, Commercial Applications
Applications:
Software Development, Code Generation
Primary Use Cases:
Code Assistance, Programming Tasks
Supported Languages 
java (proficient), markdown (proficient), python (proficient), php (proficient), javascript (proficient), c++ (proficient), c# (proficient), c (proficient), typescript (proficient), html (proficient), go (proficient), java_server_pages (proficient), dart (proficient), objective-c (proficient), kotlin (proficient), tex (proficient), swift (proficient), ruby (proficient), sql (proficient), rust (proficient), css (proficient), yaml (proficient), matlab (proficient), lua (proficient), json (proficient), shell (proficient), visual_basic (proficient), scala (proficient), rmarkdown (proficient), pascal (proficient), fortran (proficient), haskell (proficient), assembly (proficient), perl (proficient), julia (proficient), cmake (proficient), groovy (proficient), ocaml (proficient), powershell (proficient), elixir (proficient), clojure (proficient), makefile (proficient), coffeescript (proficient), erlang (proficient), lisp (proficient), toml (proficient), batchfile (proficient), cobol (proficient), dockerfile (proficient), r (proficient), prolog (proficient), verilog (proficient)
Training Details 
Context Length:
128000
Input Output 
Input Format:
chat template with role and content
Accepted Modalities:
text
Output Format:
text response
Performance Tips:
Using GPUs is recommended for better performance.
LLM NameYi Coder 9B Chat
Repository 🤗https://huggingface.co/01-ai/Yi-Coder-9B-Chat 
Base Model(s)  Yi Coder 9B   01-ai/Yi-Coder-9B
Model Size9b
Required VRAM17.7 GB
Updated2024-11-21
Maintainer01-ai
Model Typellama
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   2.8 GB: 4-of-4
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.44.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
Yi Coder 9B Chat (01-ai/Yi-Coder-9B-Chat)

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Note: green Score (e.g. "73.2") means that the model is better than 01-ai/Yi-Coder-9B-Chat.

Rank the Yi Coder 9B Chat Capabilities

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110
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