What are the hardware requirements for Qwen3 4B CCRL CUR VAR ASCE NORMAL 1E?

Qwen3 4B CCRL CUR VAR ASCE NORMAL 1E requires approximately 8.9 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 CCRL CUR VAR ASCE NORMAL 1E and how large is it?

Qwen3 4B CCRL CUR VAR ASCE NORMAL 1E is developed by chansung, 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 CCRL CUR VAR ASCE NORMAL 1E?

Qwen3 4B CCRL CUR VAR ASCE NORMAL 1E is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen3 4B CCRL CUR VAR ASCE NORMAL 1E by chansung — VRAM 8.9GB, 256K context

Name: Qwen3 4B CCRL CUR VAR ASCE NORMAL 1E
Author: chansung

Qwen3 4B CCRL CUR VAR ASCE NORMAL 1E is an open-source language model by chansung. Features: 4b LLM, VRAM: 8.9GB, Context: 256K, Instruction-Based, LLM Explorer Score: 0.19.

Arxiv:2402.03300 Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-4b-instr... Conversational Dataset:chansung/verifiable-co... Endpoints compatible Generated from trainer Grpo Instruct Open-r1 Qwen3 Region:us Safetensors Sharded Tensorflow Trl

Model Card on HF 🤗: https://huggingface.co/chansung/Qwen3-4B-CCRL-CUR-VAR-ASCE-NORMAL-1E

Qwen3 4B CCRL CUR VAR ASCE NORMAL 1E Parameters and Internals

LLM Name	Qwen3 4B CCRL CUR VAR ASCE NORMAL 1E
Repository 🤗	https://huggingface.co/chansung/Qwen3-4B-CCRL-CUR-VAR-ASCE-NORMAL-1E
Model Name	Qwen3-4B-CCRL-CUR-VAR-ASCE-NORMAL-1E
Base Model(s)	Qwen3 4B Instruct 2507 Qwen/Qwen3-4B-Instruct-2507
Model Size	4b
Required VRAM	8.9 GB
Updated	2026-08-04
Maintainer	chansung
Model Type	qwen3
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-2 3.9 GB: 2-of-2 0.0 GB
Model Architecture	Qwen3ForCausalLM
Context Length	262144
Model Max Length	262144
Transformers Version	4.52.0.dev0
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Rank the Qwen3 4B CCRL CUR VAR ASCE NORMAL 1E 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 Qwen3 4B CCRL CUR VAR ASCE NORMAL 1E

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
...n3 4B Instruct 2507 Malevolent	256K / 8.1 GB	166	1
SRA RiskGate 4B	256K / 8 GB	2662	1
Qwen3 4B Instruct 2507 FP8	256K / 5.2 GB	1100744	78
Dwight 4B	256K / 8.1 GB	374	10
...orm3200 Impl Verl S11 Step 039	256K / 8.1 GB	645	1
FastContext 1.0 4B RL	256K / 8.1 GB	4559	61
Kanso Satori 1.0 Bf16	256K / 8 GB	408	0
...orm3200 Impl Verl S11 Step 062	256K / 8.1 GB	488	1

Note: green Score (e.g. "73.2") means that the model is better than chansung/Qwen3-4B-CCRL-CUR-VAR-ASCE-NORMAL-1E.