SmolLM2 135M Instruct Bnb 4bit Reasoning by Avtrkrb

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SmolLM2 135M Instruct Bnb 4bit Reasoning is an open-source language model by Avtrkrb. Features: 135m LLM, VRAM: 0.3GB, Context: 8K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.27.

  4bit Base model:adapter:huggingface... Base model:huggingfacetb/smoll...   Chain-of-thought   Conversational Dataset:avtrkrb/combined-reaso...   En   Endpoints compatible   Instruct   Llama   Lora   Merge   Quantized   Reasoning   Region:us   Safetensors   Smollm2

SmolLM2 135M Instruct Bnb 4bit Reasoning Benchmarks

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

SmolLM2 135M Instruct Bnb 4bit Reasoning Parameters and Internals

LLM NameSmolLM2 135M Instruct Bnb 4bit Reasoning
Repository 🤗https://huggingface.co/Avtrkrb/SmolLM2-135M-Instruct-bnb-4bit-reasoning 
Base Model(s)  SmolLM2 135M Instruct   HuggingFaceTB/SmolLM2-135M-Instruct
Model Size135m
Required VRAM0.3 GB
Updated2026-06-08
MaintainerAvtrkrb
Model Typellama
Instruction-BasedYes
Model Files  0.3 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version5.5.0
Tokenizer ClassGPT2Tokenizer
Padding Token<|im_end|>
Vocabulary Size49152
Errorsreplace

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SmolLM2 135M Instruct Bnb 4bit8K / 0.1 GB10963
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SmolLM 135M Instruct 8bit2K / 0.1 GB422
SmolLM 135M Instruct Fp162K / 0.3 GB342
SmolLM2 135M Instruct8K / 0.3 GB1451983332
... Subtitle Postprocessor Merged8K / 0.5 GB1021
SmolLM2 135M Instruction Tuned8K / 0.3 GB170
SmolLM2 Rethink 135M8K / 0.5 GB62
SmolLM2 135M Instruct Ita8K / 0.1 GB240
Note: green Score (e.g. "73.2") means that the model is better than Avtrkrb/SmolLM2-135M-Instruct-bnb-4bit-reasoning.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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Release v20260328a