What are the hardware requirements for SmolLM2 135M Sukshma?

SmolLM2 135M Sukshma requires a context window of 8K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed SmolLM2 135M Sukshma and how large is it?

SmolLM2 135M Sukshma is developed by spst01, a model with 135m parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate SmolLM2 135M Sukshma?

SmolLM2 135M Sukshma is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

SmolLM2 135M Sukshma by spst01 — 8K context

Name: SmolLM2 135M Sukshma
Author: spst01

SmolLM2 135M Sukshma is an open-source language model by spst01. Features: 135m LLM, Context: 8K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.31.

Apple-silicon Base model:finetune:huggingfac... Base model:huggingfacetb/smoll... Conversational Edge-ai Instruct Llama Lm-studio Mobile Ollama Quantization Raspberry-pi Region:us Sovereign-byte-technology Sukshma Wasm

Model Card on HF 🤗: https://huggingface.co/spst01/SmolLM2-135M-Sukshma

SmolLM2 135M Sukshma Parameters and Internals

LLM Name	SmolLM2 135M Sukshma
Repository 🤗	https://huggingface.co/spst01/SmolLM2-135M-Sukshma
Base Model(s)	SmolLM2 135M Instruct HuggingFaceTB/SmolLM2-135M-Instruct
Model Size	135m
Updated	2026-09-18
Maintainer	spst01
Model Type	llama
Instruction-Based	Yes
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	8192
Model Max Length	8192
Transformers Version	4.42.3
Tokenizer Class	GPT2Tokenizer
Padding Token	<\|im_end\|>
Vocabulary Size	49152
Torch Data Type	bfloat16

Rank the SmolLM2 135M Sukshma 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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