What are the hardware requirements for Qwen3 Medical GRPO?

Qwen3 Medical GRPO requires approximately 8.1 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qwen3 Medical GRPO and how large is it?

Qwen3 Medical GRPO is developed by lastmass, a model with 4b 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 Qwen3 Medical GRPO?

Qwen3 Medical GRPO is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen3 Medical GRPO by lastmass — VRAM 8.1GB, 32K context

Name: Qwen3 Medical GRPO
Author: lastmass

Qwen3 Medical GRPO is an open-source language model by lastmass. Features: 4b LLM, VRAM: 8.1GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.19.

Base model:finetune:unsloth/qw... Base model:unsloth/qwen3-4b-ba... Conversational Dataset:freedomintelligence/me... Dataset:lastmass/medical-o1-re... En Endpoints compatible Medical Qwen3 Region:us Safetensors Sharded Tensorflow Unsloth Zh

Model Card on HF 🤗: https://huggingface.co/lastmass/Qwen3_Medical_GRPO

Qwen3 Medical GRPO Parameters and Internals

LLM Name	Qwen3 Medical GRPO
Repository 🤗	https://huggingface.co/lastmass/Qwen3_Medical_GRPO
Base Model(s)	Qwen3 4B Base unsloth/Qwen3-4B-Base
Model Size	4b
Required VRAM	8.1 GB
Updated	2026-05-25
Maintainer	lastmass
Model Type	qwen3
Model Files	5.0 GB: 1-of-2 3.1 GB: 2-of-2
Supported Languages	en zh
Model Architecture	Qwen3ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.52.4
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|vision_pad\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Rank the Qwen3 Medical GRPO 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

Quantized Models of the Qwen3 Medical GRPO

Model	Likes	Downloads	VRAM
Qwen3 Medical GRPO GGUF	6	440	1 GB

Best Alternatives to Qwen3 Medical GRPO

Best Alternatives	Context / RAM	Downloads	Likes
Qwen3 4B Instruct 2507	256K / 8.1 GB	3109972	911
FastContext 1.0 4B SFT	256K / 8.1 GB	5735	357
GRPO 4 70	256K / 8.1 GB	14	0
...2.5 Flash Lite Preview Distill	256K / 8.1 GB	31	1
Lightning 4B	256K / 8.1 GB	13	6
Fable Traces	256K / 8.1 GB	374	210
Qwen3 4B Thinking 2507	256K / 8.1 GB	291023	606
Qwen Fine Tuned	256K / 8 GB	268	1
Checkpoint 8000	256K / 8.1 GB	1453	0
FastContext 1.0 4B RL	256K / 8.1 GB	4559	61

Note: green Score (e.g. "73.2") means that the model is better than lastmass/Qwen3_Medical_GRPO.