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Arch Function 1.5B by katanemo

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  Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-coder-...   Codegen   Conversational   En   Endpoints compatible   Instruct   Qwen2   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/katanemo/Arch-Function-1.5B 

Arch Function 1.5B Benchmarks

LLME Score: 0.24424
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Arch Function 1.5B (katanemo/Arch-Function-1.5B)

Arch Function 1.5B Parameters and Internals

LLM NameArch Function 1.5B
Repository 🤗https://huggingface.co/katanemo/Arch-Function-1.5B 
Base Model(s)  Qwen/Qwen2.5-Coder-1.5B-Instruct   Qwen/Qwen2.5-Coder-1.5B-Instruct
Model Size1.5b
Required VRAM3.1 GB
Updated2025-02-05
Maintainerkatanemo
Model Typeqwen2
Instruction-BasedYes
Model Files  3.1 GB
Supported Languagesen
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.43.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Arch Function 1.5B

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Context / RAM
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Replete Coder Qwen2 1.5B128K / 3.1 GB23323
Qwen2.5 Coder 1.5B Instruct32K / 3.1 GB2091859
...n2.5 Coder Draft 1.5B Instruct32K / 3.1 GB160
Qwen2.5 Coder 1.5B Instruct32K / 3.1 GB49263
SuperQwen 2.5 1.5B32K / 3.5 GB211
Hammer2.1 1.5B32K / 3.1 GB2594
Autotrain Lcsbp Cl4gy32K / 5.7 GB1310
Qwen2 Coder Adamw Iter132K / 3.1 GB3710
Qwen2.5.1 Coder 1.5B Instruct32K / 3.1 GB944
Qwen2 Coder Reflct Adamw Iter132K / 3.1 GB880
Note: green Score (e.g. "73.2") means that the model is better than katanemo/Arch-Function-1.5B.

Rank the Arch Function 1.5B 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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Release v20241227
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