What are the hardware requirements for ABSeeker 4B RL?

ABSeeker 4B RL requires approximately 10.4 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed ABSeeker 4B RL and how large is it?

ABSeeker 4B RL is developed by PolarSeeker, 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 ABSeeker 4B RL?

ABSeeker 4B RL is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

ABSeeker 4B RL by PolarSeeker — VRAM 10.4GB

Name: ABSeeker 4B RL
Author: PolarSeeker

ABSeeker 4B RL is an open-source language model by PolarSeeker. Features: 4b LLM, VRAM: 10.4GB, License: mit.

Arxiv:2603.15594 Arxiv:2608.05102 Agent Base model:finetune:qwen/qwen3... Base model:qwen/qwen3.5-4b Conversational Deep-research En Endpoints compatible Image-text-to-text Qwen3 5 Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/PolarSeeker/ABSeeker-4B-RL

ABSeeker 4B RL Parameters and Internals

LLM Name	ABSeeker 4B RL
Repository 🤗	https://huggingface.co/PolarSeeker/ABSeeker-4B-RL
Base Model(s)	Qwen/Qwen3.5-4B Qwen/Qwen3.5-4B
Model Size	4b
Required VRAM	10.4 GB
Updated	2026-08-09
Maintainer	PolarSeeker
Model Type	qwen3_5
Model Files	10.4 GB
Supported Languages	en
Model Architecture	Qwen3_5ForConditionalGeneration
License	mit
Model Max Length	262144
Transformers Version	5.12.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Errors	replace

Rank the ABSeeker 4B RL 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 ABSeeker 4B RL

Best Alternatives	Context / RAM	Downloads	Likes
NuExtract3	0K / 0.2 GB	441570	324
JOSIE 2 4B Preview	0K / 9.3 GB	733	20
Qwopus3.5 4B V3	0K / 9.3 GB	4225	14
SingGuard NSFA 4B	0K / 10.3 GB	221	2
Cozum 4B	0K / 9.1 GB	141	1
DPO	0K / 9.3 GB	120	2
...e 4.6 Opus Reasoning Distilled	0K / 9.3 GB	663	32
GRM 2.5	0K / 9.3 GB	295	26
....6 Opus Reasoning Distilled V2	0K / 9.3 GB	624	12
QwenPaw Flash 4B	0K / 10.4 GB	289	11

Note: green Score (e.g. "73.2") means that the model is better than PolarSeeker/ABSeeker-4B-RL.