Model Profile

Qwen-VL-Chat

Name: Qwen-VL-Chat
Author: Qwen

4,096 ctxOpen weights

Use this page to decide where this model is a strong fit. Rankings below are benchmark-backed by use case, with explicit confidence and contributor metrics.

Identity

ID: Qwen/Qwen-VL-Chat

Author: Qwen

Origin: huggingface_catalog

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 16.7%

Evidence points: 60

Raw rows: 65

Weighted rows: 5

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 119,149

Some fit rows have limited benchmark evidence.

12 of 12 scored use cases have low confidence or thin contributor coverage.

Coverage Diagnostics

actively scored

Use-Case Scores

Total Measurements

Weighted Measurements

Weighted Sources

Raw Source Coverage

docvqa_leaderboard 34openvlm_mtvqa_official 11openvlm_ocrbench_official 7chartqa_plotqa_leaderboard 4wildvision_bench 3openvlm_chartqa_human_official 2

Weighted Source Coverage

openvlm_chartqa_human_official 1openvlm_mtvqa_official 1openvlm_ocrbench_official 1openvlm_ocrvqa_education_teaching_official 1openvlm_textvqa_official 1

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Lesson plan generator use_case.edu.lesson_plan_generator	education	11.4%	21.5%	5	OpenVLM TextVQA Official: textvqa_score_pct
Socratic tutor use_case.edu.socratic_tutor	education	11.4%	21.5%	5	OpenVLM TextVQA Official: textvqa_score_pct
Grading and feedback assistant use_case.edu.grading_feedback_assist	education	10.4%	19.6%	5	OpenVLM TextVQA Official: textvqa_score_pct
Grammar and writing coach use_case.lang.grammar_coach	education	10.3%	19.4%	5	OpenVLM TextVQA Official: textvqa_score_pct
Exercise generator use_case.edu.exercise_generator	education	10.1%	19.1%	5	OpenVLM TextVQA Official: textvqa_score_pct
Language conversation partner use_case.lang.conversation_partner	education	9.6%	18.0%	5	OpenVLM TextVQA Official: textvqa_score_pct
Brand voice localization use_case.mkt.brand_voice_localization	marketing_sales	8.0%	15.2%	5	OpenVLM OCRVQA Education & Teaching Official: ocrvqa_education_teaching_score_pct
Job description drafting use_case.hr.job_description_drafting	hr_recruiting	7.6%	14.4%	5	OpenVLM OCRVQA Education & Teaching Official: ocrvqa_education_teaching_score_pct
Tail spend categorization use_case.proc.tail_spend_categorization	supply_chain	7.6%	14.4%	5	OpenVLM OCRVQA Education & Teaching Official: ocrvqa_education_teaching_score_pct
Archaic and historical translation use_case.history.archaic_translation	history_linguistics	7.3%	13.9%	5	OpenVLM OCRVQA Education & Teaching Official: ocrvqa_education_teaching_score_pct
Document expansion use_case.business.doc_expansion	business_productivity	6.2%	11.6%	5	OpenVLM OCRVQA Education & Teaching Official: ocrvqa_education_teaching_score_pct
Text tagging and routing use_case.business.text_tagging	business_productivity	5.9%	11.1%	5	OpenVLM OCRVQA Education & Teaching Official: ocrvqa_education_teaching_score_pct

Deployment Fit Calculator

Model

Qwen-VL-Chat

Qwen/Qwen-VL-Chat

Hardware

Quantization: 4-bit

2-bit8-bit

Insufficient

Unknown parameter count. Cannot estimate deployment fit.

Required VRAM

~0.0GB

Est. Throughput

0.00 tok/s

Deployment Fit Matrix

GPU	4-bit	6-bit	8-bit
RTX 3060 12GB	Insufficient	Insufficient	Insufficient
RTX 3090 24GB	Insufficient	Insufficient	Insufficient
RTX 4090 24GB	Insufficient	Insufficient	Insufficient
Mac Studio M2 Ultra 192GB	Insufficient	Insufficient	Insufficient