LLM EXPLORER 59,358 MODELS INDEXED

SmolLM2 135M Instruct Bnb 4bit Reasoning by Avtrkrb

By Avtrkrb · 36 downloads
HF Repo ↗ Copy URL

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: 0.24.

  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
Model Card on HF 🤗: https://huggingface.co/Avtrkrb/SmolLM2-135M-Instruct-bnb-4bit-reasoning 

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
Updated2026-08-24
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

Best Alternatives to SmolLM2 135M Instruct Bnb 4bit Reasoning

Best Alternatives
Context / RAM
Downloads
Likes
SmolLM2 135M Instruct Bnb 4bit8K / 0.1 GB6525
SmolLM2 135M Instruct Q8 Mlx8K / 0.1 GB1982
SmolLM 135M Instruct 4bit2K / 0.1 GB15386
SmolLM 135M Instruct Fp162K / 0.3 GB322
SmolLM 135M Instruct 8bit2K / 0.1 GB152
SmolLM2 135M Instruct8K / 0.3 GB1857297388
SmolLM2 135M Reasoning 5K8K / 0.3 GB2763
... Subtitle Postprocessor Merged8K / 0.5 GB161
SmolLM2 135M Instruction Tuned8K / 0.3 GB100
SmolLM2 Rethink 135M8K / 0.5 GB62
Note: green Score (e.g. "73.2") means that the model is better than Avtrkrb/SmolLM2-135M-Instruct-bnb-4bit-reasoning.