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CodeQwen1.5 7B Chat by Qwen

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  Autotrain compatible   Chat   Conversational   En   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

CodeQwen1.5 7B Chat Benchmarks

ARC: 35.49 vs 96.7 (so35)-63.3%
HellaSwag: 54.03 vs 95.3 (gpt4)-43.3%
MMLU: 39.37 vs 88.3 (so35)-55.4%
TruthfulQA: 44.75 vs 59 (gpt4)-24.2%
WinoGrande: 58.01 vs 87.5 (gpt4)-33.7%
GSM8K: 27.9 vs 96.4 (so35)-71.1%
HumanEvalA: 54.95
Python Eva: 87.2 vs 92 (so35)-5.2%
Java Eval: 61.04
Javascript: 70.31
CPP Eval: 67.85
PHP Eval: 69.22
Julia Eval: 51.89
D Eval: 22.71
Lua Eval: 32.89
R Eval: 39.86
Racket Eva: 29.38
Rust Eval: 67.49
Swift Eval: 59.59
LLME Score: 0.36102
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeQwen1.5 7B Chat Parameters and Internals

LLM NameCodeQwen1.5 7B Chat
Repository 🤗https://huggingface.co/Qwen/CodeQwen1.5-7B-Chat 
Model Size7b
Required VRAM14.6 GB
Updated2024-09-16
MaintainerQwen
Model Typeqwen2
Model Files  3.9 GB: 1-of-4   4.0 GB: 2-of-4   4.0 GB: 3-of-4   2.7 GB: 4-of-4
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length65536
Model Max Length65536
Transformers Version4.39.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<fim_pad>
Vocabulary Size92416
Torch Data Typebfloat16
CodeQwen1.5 7B Chat (Qwen/CodeQwen1.5-7B-Chat)

Quantized Models of the CodeQwen1.5 7B Chat

Model
Likes
Downloads
VRAM
CodeQwen1.5 7B Chat AWQ114175 GB
CodeQwen1.5 7B Chat GGUF215993 GB
SvelteCodeQwen1.5 7B Chat0614 GB
...odeQwen1.5 7B Chat EXL2 8.0bpw447 GB
...odeQwen1.5 7B Chat EXL2 5.0bpw055 GB

Best Alternatives to CodeQwen1.5 7B Chat

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SeaLLMs V3 7B Chat128K / 15.2 GB677838
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XinYuan Qwen2 7B128K / 15.2 GB631
Note: green Score (e.g. "73.2") means that the model is better than Qwen/CodeQwen1.5-7B-Chat.

Rank the CodeQwen1.5 7B 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 v2024072803
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