What are the hardware requirements for Qwen3 4B Refiner Sft Step 3201?

Qwen3 4B Refiner Sft Step 3201 requires approximately 8.1 GB of VRAM and supports a context window of 256K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qwen3 4B Refiner Sft Step 3201 and how large is it?

Qwen3 4B Refiner Sft Step 3201 is developed by lihaoxin2020, 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 4B Refiner Sft Step 3201?

Qwen3 4B Refiner Sft Step 3201 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen3 4B Refiner Sft Step 3201 by lihaoxin2020 — VRAM 8.1GB, 256K context

Name: Qwen3 4B Refiner Sft Step 3201
Author: lihaoxin2020

Qwen3 4B Refiner Sft Step 3201 is an open-source language model by lihaoxin2020. Features: 4b LLM, VRAM: 8.1GB, Context: 256K, LLM Explorer Score: 0.23.

Qwen3 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/lihaoxin2020/qwen3-4B-refiner-sft-step-3201

Qwen3 4B Refiner Sft Step 3201 Parameters and Internals

LLM Name	Qwen3 4B Refiner Sft Step 3201
Repository 🤗	https://huggingface.co/lihaoxin2020/qwen3-4B-refiner-sft-step-3201
Model Size	4b
Required VRAM	8.1 GB
Updated	2026-08-06
Maintainer	lihaoxin2020
Model Type	qwen3
Model Files	5.0 GB: 1-of-2 3.1 GB: 2-of-2 0.0 GB
Model Architecture	Qwen3ForCausalLM
Context Length	262144
Model Max Length	262144
Transformers Version	4.52.4
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Rank the Qwen3 4B Refiner Sft Step 3201 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

Best Alternatives to Qwen3 4B Refiner Sft Step 3201

Best Alternatives	Context / RAM	Downloads	Likes
FastContext 1.0 4B SFT	256K / 8.1 GB	5735	357
GRPO 4 70	256K / 8.1 GB	14	0
Qwen3 4B Instruct 2507	256K / 8.1 GB	3109972	911
...2.5 Flash Lite Preview Distill	256K / 8.1 GB	31	1
Lightning 4B	256K / 8.1 GB	13	6
Checkpoint 8000	256K / 8.1 GB	1453	0
Fable Traces	256K / 8.1 GB	358	210
Qwen3 4B Thinking 2507	256K / 8.1 GB	291023	606
FastContext 1.0 4B RL	256K / 8.1 GB	4559	61
Qwen3 4B Instruct 2507 FP8	256K / 5.2 GB	1100744	78

Note: green Score (e.g. "73.2") means that the model is better than lihaoxin2020/qwen3-4B-refiner-sft-step-3201.