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tuandunghcmut

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tuandunghcmut 's collections 27

TrustSight

Official Multimodal Benchmarks for Anchored Visual Perception & Visual Prompt Injection Defense.

tuandunghcmut/trustsight-synthetic-suite

Viewer • Updated 1 day ago • 40 • 61
tuandunghcmut/trustsight-vpibench

Viewer • Updated 1 day ago • 336 • 55
tuandunghcmut/trustsight-ghostei-mobile

Viewer • Updated 1 day ago • 340 • 66
tuandunghcmut/trustsight-osharm-desktop

Viewer • Updated 1 day ago • 516 • 64

Verified Datasets

tuandunghcmut/merge-2-split-nemotron-instruction-following

Viewer • Updated Mar 11 • 431k • 3

Qwen3.5 Text-Only

Vision-stripped text-only checkpoints derived from the Qwen3.5 multimodal model family.

tuandunghcmut/Qwen3.5-0.8B-text-only

0.8B • Updated Jun 24 • 12
tuandunghcmut/Qwen3.5-2B-text-only

2B • Updated Jun 24 • 1.83k
tuandunghcmut/Qwen3.5-4B-text-only

4B • Updated Jun 24 • 12
tuandunghcmut/Qwen3.5-9B-text-only

9B • Updated Jun 24 • 48

Agentic Benchmarks

OpenResearcher/OpenResearcher-Dataset

Viewer • Updated Aug 20 • 97.6k • 3.09k • 136
gaia-benchmark/GAIA

Viewer • Updated Oct 28, 2025 • 932 • 11k • 863
vaskarnath/toolcomp

Viewer • Updated Aug 21, 2025 • 493 • 36 • 1
vaskarnath/toolcomp_process_supervision_eval

Viewer • Updated Aug 21, 2025 • 1.72k • 42 • 2

Tool Calling dataset for search domain

FractalAIResearch/DeepResearch-SFT

Viewer • Updated Sep 30, 2025 • 2.46k • 125 • 12

Post-training Dataset

nvidia/Nemotron-Instruction-Following-Chat-v1

Viewer • Updated Dec 15, 2025 • 288k • 1.85k • 131
nvidia/Nemotron-Agentic-v1

Preview • Updated Dec 15, 2025 • 2.59k • 179

Visual Chain-of-Thought Reasoning Benchmarks

AQUA6/MM-GCoT

Viewer • Updated Mar 3 • 64.7k • 72 • 3
deepcs233/Visual-CoT

Preview • Updated Mar 11, 2025 • 7.25k • 63
BytedanceDouyinContent/VGR

Viewer • Updated Mar 10 • 90k • 157 • 11
lmms-lab-encoder/POPE

Viewer • Updated May 23, 2024 • 18k • 31.9k • 22

Visual-CoT/GCoT related

AQUA6/MM-GCoT

Viewer • Updated Mar 3 • 64.7k • 72 • 3
VisCoT

Collection

Visual CoT: Unleashing Chain-of-Thought Reasoning in the Multi-Modal Language Model • 5 items • Updated Jun 13, 2024 • 4
deepcs233/Visual-CoT

Preview • Updated Mar 11, 2025 • 7.25k • 63

EMPTY A

A Survey of LLM times DATA

Paper • 2505.18458 • Published May 24, 2025 • 1

Multilingual Sentiment Analysis Dataset

aisingapore/Safety-Toxicity-Detection

Viewer • Updated Dec 29, 2025 • 4.83k • 1.92k

LLM/MLLM (20B - 80B, fit on 1-2 A100/H100)

Qwen/Qwen3-30B-A3B-Instruct-2507

Text Generation • 31B • Updated Sep 17, 2025 • 924k • • 841
Qwen/Qwen3-30B-A3B-Thinking-2507

Text Generation • 31B • Updated Aug 17, 2025 • 81.9k • 381
mistralai/Magistral-Small-2509

24B • Updated Feb 23 • 6.22k • 306
openai/gpt-oss-20b

Text Generation • 21B • Updated Aug 26, 2025 • 6.32M • • 5.13k

MLLM (100B - 300B)

OpenGVLab/InternVL3_5-241B-A28B

Image-Text-to-Text • 241B • Updated Aug 29, 2025 • 869 • 141
Qwen/Qwen3-235B-A22B-Instruct-2507

Text Generation • 235B • Updated Sep 17, 2025 • 184k • • 805
Qwen/Qwen3-235B-A22B-Thinking-2507

Text Generation • 235B • Updated Aug 17, 2025 • 18k • • 410

Conversation Dataset

5CD-AI/Vietnamese-Multi-turn-Chat-Alpaca

Viewer • Updated Oct 1, 2024 • 12.7k • 227 • 29
5CD-AI/Vietnamese-Ecommerce-Multi-turn-Chat

Viewer • Updated Oct 1, 2024 • 1.48k • 39 • 8
5CD-AI/Vietnamese-Ecommerce-Alpaca

Viewer • Updated Mar 6, 2024 • 69.3k • 15 • 12
5CD-AI/Vietnamese-alpaca-gpt4-gg-translated

Viewer • Updated Jan 10, 2024 • 52k • 94 • 20

Multilingual Pretraining Corpus for Southeast Asian Language

aisingapore/SEA-PILE-v2

Viewer • Updated Aug 12 • 187M • 2.6k • 6
aisingapore/SEA-PILE-v1

Viewer • Updated Aug 12 • 636M • 455 • 18
airesearch/scb_mt_enth_2020

Updated Jan 18, 2024 • 181 • 10
aisingapore/WangchanLION-Web

Viewer • Updated Sep 3, 2025 • 19.8M • 862 • 3

A100/H100 80GB Serving

unsloth/GLM-4.7-Flash-FP8-Dynamic

Text Generation • 30B • Updated Jan 26 • 5.98k • 28
google/gemma-4-26B-A4B-it

Image-Text-to-Text • 26B • Updated Jul 20 • 12.7M • • 1.6k
Qwen/Qwen3-30B-A3B-Instruct-2507-FP8

Text Generation • 31B • Updated Sep 17, 2025 • 364k • 134
cyankiwi/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit

Text Generation • 84B • Updated Jul 21 • 857 • 23

Gemma 4 Text-Only

Vision+audio-stripped text-only checkpoints derived from the Gemma 4 any-to-any model family.

tuandunghcmut/gemma-4-E2B-it-text-only

5B • Updated Jun 25 • 9
tuandunghcmut/gemma-4-E4B-it-text-only

7B • Updated Jun 25 • 10
tuandunghcmut/gemma-4-E4B-it-text-only-non-thinking

7B • Updated Jun 25 • 5
tuandunghcmut/gemma-4-E2B-it-text-only-non-thinking

5B • Updated Jun 25 • 4

MT-LLM

Seed-X

Collection

A powerful open-source multilingual translation language model series, including instruction and reasoning models. • 8 items • Updated Aug 22, 2025 • 70

Safety SFT

nvidia/Nemotron-SFT-Safety-v1

Viewer • Updated Mar 11 • 45.1k • 355 • 14
nvidia/Aegis-AI-Content-Safety-Dataset-2.0

Viewer • Updated Jun 9, 2025 • 33.4k • 11.4k • 111

Document Layout Analysis Dataset

jordanparker6/publaynet

Viewer • Updated Jul 19, 2022 • 27.4k • 1.96k • 40
docling-project/DocLayNet-v1.2

Viewer • Updated Feb 10, 2025 • 80.9k • 5.36k • 21
juliozhao/DocSynth300K

Viewer • Updated Oct 24, 2024 • 229k • 783 • 55
creative-graphic-design/PubLayNet

Viewer • Updated Jun 26 • 358k • 4.22k • 11

RL-Papers

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 193
Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Paper • 2508.03680 • Published Aug 5, 2025 • 142
Aligning Multimodal LLM with Human Preference: A Survey

Paper • 2503.14504 • Published Mar 18, 2025 • 26

LLM for Security Benchmarks/Datasets

tuandunghcmut/cybermetric_10000_v1

Viewer • Updated Sep 27, 2025 • 10.2k • 404
tuandunghcmut/cybermetric_2000_v1

Viewer • Updated Sep 27, 2025 • 2k • 236
tuandunghcmut/cybermetric_500_v1

Viewer • Updated Sep 27, 2025 • 500 • 185
tuandunghcmut/cybermetric_80_v1

Viewer • Updated Sep 27, 2025 • 80 • 108

Text Embedding Papers

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 171

Quantized versions of LLMs/MLLMs

tencent/Hunyuan-A13B-Instruct-GPTQ-Int4

Text Generation • 80B • Updated Jul 11, 2025 • 242 • 53
tencent/Hunyuan-A13B-Instruct-FP8

Text Generation • 80B • Updated Jul 8, 2025 • 468 • 33
unsloth/Qwen3-Coder-480B-A35B-Instruct-GGUF

Text Generation • 480B • Updated Jul 31, 2025 • 6.74k • 180
unsloth/Kimi-K2-Instruct-GGUF

Text Generation • 1T • Updated Dec 29, 2025 • 21.3k • 229

LLM Series

Qwen3

Collection

84 items • Updated Dec 31, 2025 • 1.87k
DeepSeek-R1

Collection

10 items • Updated Nov 27, 2025 • 865
DeepSeek-V3

Collection

4 items • Updated Nov 27, 2025 • 288
gpt-oss

Collection

Open-weight models designed for powerful reasoning, agentic tasks, and versatile developer use cases. • 2 items • Updated Aug 7, 2025 • 480

SLM

HuggingFaceTB/SmolLM3-3B

Text Generation • 3B • Updated Sep 10, 2025 • 629k • 1.04k
google/gemma-3-270m

Text Generation • 0.3B • Updated Aug 14, 2025 • 59.9k • 1.11k
HuggingFaceTB/SmolLM2-135M

Text Generation • 0.1B • Updated Feb 6, 2025 • 1.75M • 243
SmolLM2

Collection

State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 16 items • Updated May 5, 2025 • 314

Benchmarks for evaluating LLMs/MLLMs

aisingapore/MultiTurn-Chat-MT-Bench

Viewer • Updated Jan 5 • 787 • 153

Multilingual Parallel Text Corpus

vietgpt/opus100_envi

Viewer • Updated Jul 3, 2023 • 1M • 160 • 4
tuandunghcmut/PhoMT-MTet-Mixture

Viewer • Updated Aug 11, 2025 • 7.62M • 47 • 2
airesearch/scb_mt_enth_2020

Updated Jan 18, 2024 • 181 • 10
Helsinki-NLP/opus_paracrawl

Viewer • Updated Feb 22, 2024 • 27.3M • 1.76k • 6

TrustSight

Official Multimodal Benchmarks for Anchored Visual Perception & Visual Prompt Injection Defense.

tuandunghcmut/trustsight-synthetic-suite

Viewer • Updated 1 day ago • 40 • 61
tuandunghcmut/trustsight-vpibench

Viewer • Updated 1 day ago • 336 • 55
tuandunghcmut/trustsight-ghostei-mobile

Viewer • Updated 1 day ago • 340 • 66
tuandunghcmut/trustsight-osharm-desktop

Viewer • Updated 1 day ago • 516 • 64

A100/H100 80GB Serving

unsloth/GLM-4.7-Flash-FP8-Dynamic

Text Generation • 30B • Updated Jan 26 • 5.98k • 28
google/gemma-4-26B-A4B-it

Image-Text-to-Text • 26B • Updated Jul 20 • 12.7M • • 1.6k
Qwen/Qwen3-30B-A3B-Instruct-2507-FP8

Text Generation • 31B • Updated Sep 17, 2025 • 364k • 134
cyankiwi/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit

Text Generation • 84B • Updated Jul 21 • 857 • 23

Verified Datasets

tuandunghcmut/merge-2-split-nemotron-instruction-following

Viewer • Updated Mar 11 • 431k • 3

Gemma 4 Text-Only

Vision+audio-stripped text-only checkpoints derived from the Gemma 4 any-to-any model family.

tuandunghcmut/gemma-4-E2B-it-text-only

5B • Updated Jun 25 • 9
tuandunghcmut/gemma-4-E4B-it-text-only

7B • Updated Jun 25 • 10
tuandunghcmut/gemma-4-E4B-it-text-only-non-thinking

7B • Updated Jun 25 • 5
tuandunghcmut/gemma-4-E2B-it-text-only-non-thinking

5B • Updated Jun 25 • 4

Qwen3.5 Text-Only

Vision-stripped text-only checkpoints derived from the Qwen3.5 multimodal model family.

tuandunghcmut/Qwen3.5-0.8B-text-only

0.8B • Updated Jun 24 • 12
tuandunghcmut/Qwen3.5-2B-text-only

2B • Updated Jun 24 • 1.83k
tuandunghcmut/Qwen3.5-4B-text-only

4B • Updated Jun 24 • 12
tuandunghcmut/Qwen3.5-9B-text-only

9B • Updated Jun 24 • 48

MT-LLM

Seed-X

Collection

A powerful open-source multilingual translation language model series, including instruction and reasoning models. • 8 items • Updated Aug 22, 2025 • 70

Agentic Benchmarks

OpenResearcher/OpenResearcher-Dataset

Viewer • Updated Aug 20 • 97.6k • 3.09k • 136
gaia-benchmark/GAIA

Viewer • Updated Oct 28, 2025 • 932 • 11k • 863
vaskarnath/toolcomp

Viewer • Updated Aug 21, 2025 • 493 • 36 • 1
vaskarnath/toolcomp_process_supervision_eval

Viewer • Updated Aug 21, 2025 • 1.72k • 42 • 2

Safety SFT

nvidia/Nemotron-SFT-Safety-v1

Viewer • Updated Mar 11 • 45.1k • 355 • 14
nvidia/Aegis-AI-Content-Safety-Dataset-2.0

Viewer • Updated Jun 9, 2025 • 33.4k • 11.4k • 111

Tool Calling dataset for search domain

FractalAIResearch/DeepResearch-SFT

Viewer • Updated Sep 30, 2025 • 2.46k • 125 • 12

Document Layout Analysis Dataset

jordanparker6/publaynet

Viewer • Updated Jul 19, 2022 • 27.4k • 1.96k • 40
docling-project/DocLayNet-v1.2

Viewer • Updated Feb 10, 2025 • 80.9k • 5.36k • 21
juliozhao/DocSynth300K

Viewer • Updated Oct 24, 2024 • 229k • 783 • 55
creative-graphic-design/PubLayNet

Viewer • Updated Jun 26 • 358k • 4.22k • 11

Post-training Dataset

nvidia/Nemotron-Instruction-Following-Chat-v1

Viewer • Updated Dec 15, 2025 • 288k • 1.85k • 131
nvidia/Nemotron-Agentic-v1

Preview • Updated Dec 15, 2025 • 2.59k • 179

RL-Papers

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 193
Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Paper • 2508.03680 • Published Aug 5, 2025 • 142
Aligning Multimodal LLM with Human Preference: A Survey

Paper • 2503.14504 • Published Mar 18, 2025 • 26

Visual Chain-of-Thought Reasoning Benchmarks

AQUA6/MM-GCoT

Viewer • Updated Mar 3 • 64.7k • 72 • 3
deepcs233/Visual-CoT

Preview • Updated Mar 11, 2025 • 7.25k • 63
BytedanceDouyinContent/VGR

Viewer • Updated Mar 10 • 90k • 157 • 11
lmms-lab-encoder/POPE

Viewer • Updated May 23, 2024 • 18k • 31.9k • 22

LLM for Security Benchmarks/Datasets

tuandunghcmut/cybermetric_10000_v1

Viewer • Updated Sep 27, 2025 • 10.2k • 404
tuandunghcmut/cybermetric_2000_v1

Viewer • Updated Sep 27, 2025 • 2k • 236
tuandunghcmut/cybermetric_500_v1

Viewer • Updated Sep 27, 2025 • 500 • 185
tuandunghcmut/cybermetric_80_v1

Viewer • Updated Sep 27, 2025 • 80 • 108

Visual-CoT/GCoT related

AQUA6/MM-GCoT

Viewer • Updated Mar 3 • 64.7k • 72 • 3
VisCoT

Collection

Visual CoT: Unleashing Chain-of-Thought Reasoning in the Multi-Modal Language Model • 5 items • Updated Jun 13, 2024 • 4
deepcs233/Visual-CoT

Preview • Updated Mar 11, 2025 • 7.25k • 63

Text Embedding Papers

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 171

EMPTY A

A Survey of LLM times DATA

Paper • 2505.18458 • Published May 24, 2025 • 1

Quantized versions of LLMs/MLLMs

tencent/Hunyuan-A13B-Instruct-GPTQ-Int4

Text Generation • 80B • Updated Jul 11, 2025 • 242 • 53
tencent/Hunyuan-A13B-Instruct-FP8

Text Generation • 80B • Updated Jul 8, 2025 • 468 • 33
unsloth/Qwen3-Coder-480B-A35B-Instruct-GGUF

Text Generation • 480B • Updated Jul 31, 2025 • 6.74k • 180
unsloth/Kimi-K2-Instruct-GGUF

Text Generation • 1T • Updated Dec 29, 2025 • 21.3k • 229

Multilingual Sentiment Analysis Dataset

aisingapore/Safety-Toxicity-Detection

Viewer • Updated Dec 29, 2025 • 4.83k • 1.92k

LLM Series

Qwen3

Collection

84 items • Updated Dec 31, 2025 • 1.87k
DeepSeek-R1

Collection

10 items • Updated Nov 27, 2025 • 865
DeepSeek-V3

Collection

4 items • Updated Nov 27, 2025 • 288
gpt-oss

Collection

Open-weight models designed for powerful reasoning, agentic tasks, and versatile developer use cases. • 2 items • Updated Aug 7, 2025 • 480

LLM/MLLM (20B - 80B, fit on 1-2 A100/H100)

Qwen/Qwen3-30B-A3B-Instruct-2507

Text Generation • 31B • Updated Sep 17, 2025 • 924k • • 841
Qwen/Qwen3-30B-A3B-Thinking-2507

Text Generation • 31B • Updated Aug 17, 2025 • 81.9k • 381
mistralai/Magistral-Small-2509

24B • Updated Feb 23 • 6.22k • 306
openai/gpt-oss-20b

Text Generation • 21B • Updated Aug 26, 2025 • 6.32M • • 5.13k

SLM

HuggingFaceTB/SmolLM3-3B

Text Generation • 3B • Updated Sep 10, 2025 • 629k • 1.04k
google/gemma-3-270m

Text Generation • 0.3B • Updated Aug 14, 2025 • 59.9k • 1.11k
HuggingFaceTB/SmolLM2-135M

Text Generation • 0.1B • Updated Feb 6, 2025 • 1.75M • 243
SmolLM2

Collection

State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 16 items • Updated May 5, 2025 • 314

MLLM (100B - 300B)

OpenGVLab/InternVL3_5-241B-A28B

Image-Text-to-Text • 241B • Updated Aug 29, 2025 • 869 • 141
Qwen/Qwen3-235B-A22B-Instruct-2507

Text Generation • 235B • Updated Sep 17, 2025 • 184k • • 805
Qwen/Qwen3-235B-A22B-Thinking-2507

Text Generation • 235B • Updated Aug 17, 2025 • 18k • • 410

Benchmarks for evaluating LLMs/MLLMs

aisingapore/MultiTurn-Chat-MT-Bench

Viewer • Updated Jan 5 • 787 • 153

Conversation Dataset

5CD-AI/Vietnamese-Multi-turn-Chat-Alpaca

Viewer • Updated Oct 1, 2024 • 12.7k • 227 • 29
5CD-AI/Vietnamese-Ecommerce-Multi-turn-Chat

Viewer • Updated Oct 1, 2024 • 1.48k • 39 • 8
5CD-AI/Vietnamese-Ecommerce-Alpaca

Viewer • Updated Mar 6, 2024 • 69.3k • 15 • 12
5CD-AI/Vietnamese-alpaca-gpt4-gg-translated

Viewer • Updated Jan 10, 2024 • 52k • 94 • 20

Multilingual Parallel Text Corpus

vietgpt/opus100_envi

Viewer • Updated Jul 3, 2023 • 1M • 160 • 4
tuandunghcmut/PhoMT-MTet-Mixture

Viewer • Updated Aug 11, 2025 • 7.62M • 47 • 2
airesearch/scb_mt_enth_2020

Updated Jan 18, 2024 • 181 • 10
Helsinki-NLP/opus_paracrawl

Viewer • Updated Feb 22, 2024 • 27.3M • 1.76k • 6

Multilingual Pretraining Corpus for Southeast Asian Language

aisingapore/SEA-PILE-v2

Viewer • Updated Aug 12 • 187M • 2.6k • 6
aisingapore/SEA-PILE-v1

Viewer • Updated Aug 12 • 636M • 455 • 18
airesearch/scb_mt_enth_2020

Updated Jan 18, 2024 • 181 • 10
aisingapore/WangchanLION-Web

Viewer • Updated Sep 3, 2025 • 19.8M • 862 • 3