What are the hardware requirements for Qwen2.5 0.5B Sukshma?

Qwen2.5 0.5B Sukshma requires a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qwen2.5 0.5B Sukshma and how large is it?

Qwen2.5 0.5B Sukshma is developed by spst01, a model with 0.5b 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 Qwen2.5 0.5B Sukshma?

Qwen2.5 0.5B Sukshma is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen2.5 0.5B Sukshma by spst01 — 32K context

Name: Qwen2.5 0.5B Sukshma
Author: spst01

Qwen2.5 0.5B Sukshma is an open-source language model by spst01. Features: 0.5b LLM, Context: 32K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.28.

Apple-silicon Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-0.5b-i... Conversational Edge-ai Instruct Lm-studio Mobile Ollama Quantization Qwen2 Qwen2.5 Region:us Sovereign-byte-technology Sukshma Wasm

Model Card on HF 🤗: https://huggingface.co/spst01/Qwen2.5-0.5B-Sukshma

Qwen2.5 0.5B Sukshma Parameters and Internals

LLM Name	Qwen2.5 0.5B Sukshma
Repository 🤗	https://huggingface.co/spst01/Qwen2.5-0.5B-Sukshma
Base Model(s)	Qwen/Qwen2.5-0.5B-Instruct Qwen/Qwen2.5-0.5B-Instruct
Model Size	0.5b
Updated	2026-09-18
Maintainer	spst01
Model Type	qwen2
Instruction-Based	Yes
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.43.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Rank the Qwen2.5 0.5B Sukshma capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Best Alternatives to Qwen2.5 0.5B Sukshma

Best Alternatives	Context / RAM	Downloads	Likes
Qwen2 0.5B Abyme Merge3	128K / 1.3 GB	51	1
Qwen2 0.5B Abyme Merge2	128K / 0.3 GB	45	0
Qwen2.5 0.5B Instruct	64K / 1 GB	16	0
Qwen2.5 0.5B Instruct	32K / 1 GB	6324790	572
SLM DeepResearcher V1	32K / 2 GB	397	1
Qwen2.5 0.5B PromptBus V1	32K / 2 GB	392	0
SLM LogicStrengthen V1	32K / 2 GB	390	0
SLM WebDev V1	32K / 2 GB	389	0
SLM TestValidator V1	32K / 2 GB	385	0
SLM BrowserAgent V1	32K / 2 GB	383	0

Note: green Score (e.g. "73.2") means that the model is better than spst01/Qwen2.5-0.5B-Sukshma.