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SmolLCoder 360M Instruct by motexture

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Base model:finetune:huggingfac... Base model:huggingfacetb/smoll...   Coder   Coding   Conversational   Dataset:motexture/cdata   En   Instruct   Llama   Model   Region:us   Safetensors   Small   Smoll
Model Card on HF 🤗: https://huggingface.co/motexture/SmolLCoder-360M-Instruct 

SmolLCoder 360M Instruct Benchmarks

LLME Score: 0.22503
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SmolLCoder 360M Instruct (motexture/SmolLCoder-360M-Instruct)

SmolLCoder 360M Instruct Parameters and Internals

LLM NameSmolLCoder 360M Instruct
Repository 🤗https://huggingface.co/motexture/SmolLCoder-360M-Instruct 
Base Model(s)  SmolLM2 360M Instruct   HuggingFaceTB/SmolLM2-360M-Instruct
Model Size360m
Required VRAM0.7 GB
Updated2025-03-13
Maintainermotexture
Model Typellama
Instruction-BasedYes
Model Files  0.7 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.46.1
Tokenizer ClassGPT2Tokenizer
Padding Token<|im_end|>
Vocabulary Size49152
Torch Data Typefloat16

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SmolLM2 360M Instruct8K / 0.7 GB269794102
SmolLM2 360M Grpo R9998K / 1.4 GB31511
...rtis SmolLM2 360M Instruct DPO8K / 1.4 GB4390
SmolLM2 CoT 360M8K / 1.4 GB18818
SmolLM2 360M Instruct8K / 0.7 GB41311
SmolLM2 360M Instruct Ita8K / 0.7 GB610
Kurtis SmolLM2 360M Instruct8K / 1.4 GB700
SmolLM2 360M Instruct FT8K / 1.4 GB662
SmolLM 360M Instruct2K / 0.7 GB2265580
SmolLM 360M Instruct2K / 0.7 GB77911
Note: green Score (e.g. "73.2") means that the model is better than motexture/SmolLCoder-360M-Instruct.

Rank the SmolLCoder 360M Instruct 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 v20241227
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