What are the hardware requirements for OncoReasoning 3B 0825?

OncoReasoning 3B 0825 requires approximately 6.5 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed OncoReasoning 3B 0825 and how large is it?

OncoReasoning 3B 0825 is developed by ksg-dfci, a model with 3b 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 OncoReasoning 3B 0825?

OncoReasoning 3B 0825 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

OncoReasoning 3B 0825 by ksg-dfci — VRAM 6.5GB, 128K context

Name: OncoReasoning 3B 0825
Author: ksg-dfci

OncoReasoning 3B 0825 is an open-source language model by ksg-dfci. Features: 3b LLM, VRAM: 6.5GB, Context: 128K, License: llama3.2, LLM Explorer Score: 0.2.

Autotrain compatible Clinical-trials Conversational Distillation En Endpoints compatible Information-extraction Llama Llama-3.2 Oncology Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/ksg-dfci/OncoReasoning-3B-0825

OncoReasoning 3B 0825 Parameters and Internals

LLM Name	OncoReasoning 3B 0825
Repository 🤗	https://huggingface.co/ksg-dfci/OncoReasoning-3B-0825
Model Size	3b
Required VRAM	6.5 GB
Updated	2025-09-23
Maintainer	ksg-dfci
Model Type	llama
Model Files	5.0 GB: 1-of-2 1.5 GB: 2-of-2
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	llama3.2
Context Length	131072
Model Max Length	131072
Transformers Version	4.55.4
Tokenizer Class	PreTrainedTokenizerFast
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the OncoReasoning 3B 0825 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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Llama 3.2 3B Instruct	128K / 6.5 GB	1829572	2368
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Note: green Score (e.g. "73.2") means that the model is better than ksg-dfci/OncoReasoning-3B-0825.