What are the hardware requirements for Foresight Qwen3vl 2B Sft?

Foresight Qwen3vl 2B Sft requires approximately 4.3 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Foresight Qwen3vl 2B Sft and how large is it?

Foresight Qwen3vl 2B Sft is developed by ut-amrl, a model with 2b 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 Foresight Qwen3vl 2B Sft?

Foresight Qwen3vl 2B Sft is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Foresight Qwen3vl 2B Sft by ut-amrl — VRAM 4.3GB

Name: Foresight Qwen3vl 2B Sft
Author: ut-amrl

Foresight Qwen3vl 2B Sft is an open-source language model by ut-amrl. Features: 2b LLM, VRAM: 4.3GB, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.29.

Arxiv:2606.12550 Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-vl-2b-in... Conversational Endpoints compatible Image-text-to-text Instruct Navigation Qwen3-vl Qwen3 vl Region:us Robotics Safetensors Vision Vision-language-navigation

Model Card on HF 🤗: https://huggingface.co/ut-amrl/foresight-qwen3vl-2b-sft

Foresight Qwen3vl 2B Sft Parameters and Internals

LLM Name	Foresight Qwen3vl 2B Sft
Repository 🤗	https://huggingface.co/ut-amrl/foresight-qwen3vl-2b-sft
Base Model(s)	Qwen3 VL 2B Instruct Qwen/Qwen3-VL-2B-Instruct
Model Size	2b
Required VRAM	4.3 GB
Updated	2026-09-15
Maintainer	ut-amrl
Model Type	qwen3_vl
Instruction-Based	Yes
Model Files	4.3 GB
Model Architecture	Qwen3VLForConditionalGeneration
License	apache-2.0
Model Max Length	262144
Transformers Version	4.57.6
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Errors	replace

Rank the Foresight Qwen3vl 2B Sft 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 Foresight Qwen3vl 2B Sft

Best Alternatives	Context / RAM	Downloads	Likes
Qwen3 VL 2B Instruct	0K / 4.3 GB	2204577	448
Qwen3 VL Reranker 2B	0K / 4.3 GB	764323	212
PhysBrain1.5 2B	0K / 4.3 GB	83	10
Typhoon Ocr1.5 2B	0K / 4.3 GB	55029	25
Qwen3 VL 2B Instruct FP8	0K / 3.5 GB	65063	43
SingGuard 2B	0K / 4.3 GB	747	7
ImageShield MMCF 2B Vl	0K / 4.3 GB	33	1
Qwen 3 VL 2B Instruct Heretic	0K / 4.3 GB	44	2
Qwen3 VL 2B Instruct	0K / 4.3 GB	3445	8
ZwZ 2B	0K / 4.9 GB	58	5

Note: green Score (e.g. "73.2") means that the model is better than ut-amrl/foresight-qwen3vl-2b-sft.