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tuandunghcmut

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Recent Activity

updated a dataset 12 days ago

tuandunghcmut/ternary-bonsai-memory-footprint-report

published a dataset 12 days ago

tuandunghcmut/ternary-bonsai-memory-footprint-report

updated a collection 15 days ago

Verified Datasets

View all activity

Organizations

tuandunghcmut 's collections 26

A100/H100 80GB Serving

unsloth/GLM-4.7-Flash-FP8-Dynamic

Text Generation • 30B • Updated Jan 26 • 92.7k • 28
google/gemma-4-26B-A4B-it

Image-Text-to-Text • 27B • Updated 5 days ago • 13.4M • • 1.32k
Qwen/Qwen3-30B-A3B-Instruct-2507-FP8

Text Generation • 31B • Updated Sep 17, 2025 • 604k • 130
cyankiwi/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit

Text Generation • 84B • Updated 4 days ago • 106k • 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 about 1 month ago • 12
tuandunghcmut/gemma-4-E4B-it-text-only

7B • Updated about 1 month ago • 23
tuandunghcmut/gemma-4-E4B-it-text-only-non-thinking

7B • Updated about 1 month ago • 7
tuandunghcmut/gemma-4-E2B-it-text-only-non-thinking

5B • Updated about 1 month ago • 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 • 69

Safety SFT

nvidia/Nemotron-SFT-Safety-v1

Viewer • Updated Mar 11 • 45.1k • 920 • 14
nvidia/Aegis-AI-Content-Safety-Dataset-2.0

Viewer • Updated Jun 9, 2025 • 33.4k • 5.85k • 103

Document Layout Analysis Dataset

jordanparker6/publaynet

Viewer • Updated Jul 19, 2022 • 27.4k • 1.42k • 38
docling-project/DocLayNet-v1.2

Viewer • Updated Feb 10, 2025 • 80.9k • 4.03k • 18
juliozhao/DocSynth300K

Viewer • Updated Oct 24, 2024 • 229k • 256 • 55
creative-graphic-design/PubLayNet

Viewer • Updated 29 days ago • 358k • 2.69k • 10

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 • 141
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 • 29
tuandunghcmut/cybermetric_2000_v1

Viewer • Updated Sep 27, 2025 • 2k • 19
tuandunghcmut/cybermetric_500_v1

Viewer • Updated Sep 27, 2025 • 500 • 49
tuandunghcmut/cybermetric_80_v1

Viewer • Updated Sep 27, 2025 • 80 • 21

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 • 168

Quantized versions of LLMs/MLLMs

tencent/Hunyuan-A13B-Instruct-GPTQ-Int4

Text Generation • 80B • Updated Jul 11, 2025 • 277 • 53
tencent/Hunyuan-A13B-Instruct-FP8

Text Generation • 80B • Updated Jul 8, 2025 • 192 • 33
unsloth/Qwen3-Coder-480B-A35B-Instruct-GGUF

Text Generation • 480B • Updated Jul 31, 2025 • 4.83k • 179
unsloth/Kimi-K2-Instruct-GGUF

Text Generation • 1T • Updated Dec 29, 2025 • 32.1k • 229

LLM Series

Qwen3

Collection

84 items • Updated Dec 31, 2025 • 1.83k
DeepSeek-R1

Collection

10 items • Updated Nov 27, 2025 • 857
DeepSeek-V3

Collection

4 items • Updated Nov 27, 2025 • 285
gpt-oss

Collection

Open-weight models designed for powerful reasoning, agentic tasks, and versatile developer use cases. • 2 items • Updated Aug 7, 2025 • 462

SLM

HuggingFaceTB/SmolLM3-3B

Text Generation • 3B • Updated Sep 10, 2025 • 782k • 985
google/gemma-3-270m

Text Generation • 0.3B • Updated Aug 14, 2025 • 1.89M • 1.05k
HuggingFaceTB/SmolLM2-135M

Text Generation • 0.1B • Updated Feb 6, 2025 • 1.63M • 217
SmolLM2

Collection

State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 16 items • Updated May 5, 2025 • 311

Benchmarks for evaluating LLMs/MLLMs

aisingapore/MultiTurn-Chat-MT-Bench

Viewer • Updated Jan 5 • 787 • 98

Multilingual Parallel Text Corpus

vietgpt/opus100_envi

Viewer • Updated Jul 3, 2023 • 1M • 41 • 4
tuandunghcmut/PhoMT-MTet-Mixture

Viewer • Updated Aug 11, 2025 • 7.62M • 89 • 2
airesearch/scb_mt_enth_2020

Updated Jan 18, 2024 • 210 • 9
Helsinki-NLP/opus_paracrawl

Viewer • Updated Feb 22, 2024 • 27.3M • 846 • 6

Verified Datasets

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

Viewer • Updated Mar 11 • 431k • 5

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 • 55
tuandunghcmut/Qwen3.5-2B-text-only

2B • Updated Jun 24 • 6
tuandunghcmut/Qwen3.5-4B-text-only

4B • Updated Jun 24 • 6
tuandunghcmut/Qwen3.5-9B-text-only

9B • Updated Jun 24 • 5

Agentic Benchmarks

OpenResearcher/OpenResearcher-Dataset

Viewer • Updated Mar 25 • 97.6k • 5.04k • 131
gaia-benchmark/GAIA

Viewer • Updated Oct 28, 2025 • 932 • 16.2k • 734
vaskarnath/toolcomp

Viewer • Updated Aug 21, 2025 • 493 • 27 • 1
vaskarnath/toolcomp_process_supervision_eval

Viewer • Updated Aug 21, 2025 • 1.72k • 34 • 2

Tool Calling dataset for search domain

FractalAIResearch/DeepResearch-SFT

Viewer • Updated Sep 30, 2025 • 2.46k • 185 • 11

Post-training Dataset

nvidia/Nemotron-Instruction-Following-Chat-v1

Viewer • Updated Dec 15, 2025 • 288k • 1.77k • 130
nvidia/Nemotron-Agentic-v1

Preview • Updated Dec 15, 2025 • 1.75k • 175

Visual Chain-of-Thought Reasoning Benchmarks

AQUA6/MM-GCoT

Viewer • Updated Mar 3 • 64.7k • 66 • 3
deepcs233/Visual-CoT

Preview • Updated Mar 11, 2025 • 4.44k • 63
BytedanceDouyinContent/VGR

Viewer • Updated Mar 10 • 90k • 321 • 11
lmms-lab/POPE

Viewer • Updated May 23, 2024 • 18k • 50k • 22

Visual-CoT/GCoT related

AQUA6/MM-GCoT

Viewer • Updated Mar 3 • 64.7k • 66 • 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 • 4.44k • 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 • 1.68k

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

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

Text Generation • 31B • Updated Sep 17, 2025 • 2.08M • • 823
Qwen/Qwen3-30B-A3B-Thinking-2507

Text Generation • 31B • Updated Aug 17, 2025 • 144k • 377
mistralai/Magistral-Small-2509

24B • Updated Feb 23 • 35k • 305
openai/gpt-oss-20b

Text Generation • 22B • Updated Aug 26, 2025 • 7.86M • • 4.84k

MLLM (100B - 300B)

OpenGVLab/InternVL3_5-241B-A28B

Image-Text-to-Text • 241B • Updated Aug 29, 2025 • 569 • 139
Qwen/Qwen3-235B-A22B-Instruct-2507

Text Generation • 235B • Updated Sep 17, 2025 • 66.1k • • 793
Qwen/Qwen3-235B-A22B-Thinking-2507

Text Generation • 235B • Updated Aug 17, 2025 • 20.4k • • 408

Conversation Dataset

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

Viewer • Updated Oct 1, 2024 • 12.7k • 98 • 28
5CD-AI/Vietnamese-Ecommerce-Multi-turn-Chat

Viewer • Updated Oct 1, 2024 • 1.48k • 21 • 8
5CD-AI/Vietnamese-Ecommerce-Alpaca

Viewer • Updated Mar 6, 2024 • 69.3k • 43 • 12
5CD-AI/Vietnamese-alpaca-gpt4-gg-translated

Viewer • Updated Jan 10, 2024 • 52k • 334 • 20

Multilingual Pretraining Corpus for Southeast Asian Language

aisingapore/SEA-PILE-v2

Viewer • Updated Apr 14, 2025 • 187M • 3.87k • 6
aisingapore/SEA-PILE-v1

Viewer • Updated Dec 2, 2025 • 636M • 154 • 18
airesearch/scb_mt_enth_2020

Updated Jan 18, 2024 • 210 • 9
aisingapore/WangchanLION-Web

Viewer • Updated Sep 3, 2025 • 19.8M • 131 • 3

A100/H100 80GB Serving

unsloth/GLM-4.7-Flash-FP8-Dynamic

Text Generation • 30B • Updated Jan 26 • 92.7k • 28
google/gemma-4-26B-A4B-it

Image-Text-to-Text • 27B • Updated 5 days ago • 13.4M • • 1.32k
Qwen/Qwen3-30B-A3B-Instruct-2507-FP8

Text Generation • 31B • Updated Sep 17, 2025 • 604k • 130
cyankiwi/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit

Text Generation • 84B • Updated 4 days ago • 106k • 23

Verified Datasets

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

Viewer • Updated Mar 11 • 431k • 5

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 about 1 month ago • 12
tuandunghcmut/gemma-4-E4B-it-text-only

7B • Updated about 1 month ago • 23
tuandunghcmut/gemma-4-E4B-it-text-only-non-thinking

7B • Updated about 1 month ago • 7
tuandunghcmut/gemma-4-E2B-it-text-only-non-thinking

5B • Updated about 1 month ago • 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 • 55
tuandunghcmut/Qwen3.5-2B-text-only

2B • Updated Jun 24 • 6
tuandunghcmut/Qwen3.5-4B-text-only

4B • Updated Jun 24 • 6
tuandunghcmut/Qwen3.5-9B-text-only

9B • Updated Jun 24 • 5

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 • 69

Agentic Benchmarks

OpenResearcher/OpenResearcher-Dataset

Viewer • Updated Mar 25 • 97.6k • 5.04k • 131
gaia-benchmark/GAIA

Viewer • Updated Oct 28, 2025 • 932 • 16.2k • 734
vaskarnath/toolcomp

Viewer • Updated Aug 21, 2025 • 493 • 27 • 1
vaskarnath/toolcomp_process_supervision_eval

Viewer • Updated Aug 21, 2025 • 1.72k • 34 • 2

Safety SFT

nvidia/Nemotron-SFT-Safety-v1

Viewer • Updated Mar 11 • 45.1k • 920 • 14
nvidia/Aegis-AI-Content-Safety-Dataset-2.0

Viewer • Updated Jun 9, 2025 • 33.4k • 5.85k • 103

Tool Calling dataset for search domain

FractalAIResearch/DeepResearch-SFT

Viewer • Updated Sep 30, 2025 • 2.46k • 185 • 11

Document Layout Analysis Dataset

jordanparker6/publaynet

Viewer • Updated Jul 19, 2022 • 27.4k • 1.42k • 38
docling-project/DocLayNet-v1.2

Viewer • Updated Feb 10, 2025 • 80.9k • 4.03k • 18
juliozhao/DocSynth300K

Viewer • Updated Oct 24, 2024 • 229k • 256 • 55
creative-graphic-design/PubLayNet

Viewer • Updated 29 days ago • 358k • 2.69k • 10

Post-training Dataset

nvidia/Nemotron-Instruction-Following-Chat-v1

Viewer • Updated Dec 15, 2025 • 288k • 1.77k • 130
nvidia/Nemotron-Agentic-v1

Preview • Updated Dec 15, 2025 • 1.75k • 175

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 • 141
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 • 66 • 3
deepcs233/Visual-CoT

Preview • Updated Mar 11, 2025 • 4.44k • 63
BytedanceDouyinContent/VGR

Viewer • Updated Mar 10 • 90k • 321 • 11
lmms-lab/POPE

Viewer • Updated May 23, 2024 • 18k • 50k • 22

LLM for Security Benchmarks/Datasets

tuandunghcmut/cybermetric_10000_v1

Viewer • Updated Sep 27, 2025 • 10.2k • 29
tuandunghcmut/cybermetric_2000_v1

Viewer • Updated Sep 27, 2025 • 2k • 19
tuandunghcmut/cybermetric_500_v1

Viewer • Updated Sep 27, 2025 • 500 • 49
tuandunghcmut/cybermetric_80_v1

Viewer • Updated Sep 27, 2025 • 80 • 21

Visual-CoT/GCoT related

AQUA6/MM-GCoT

Viewer • Updated Mar 3 • 64.7k • 66 • 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 • 4.44k • 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 • 168

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 • 277 • 53
tencent/Hunyuan-A13B-Instruct-FP8

Text Generation • 80B • Updated Jul 8, 2025 • 192 • 33
unsloth/Qwen3-Coder-480B-A35B-Instruct-GGUF

Text Generation • 480B • Updated Jul 31, 2025 • 4.83k • 179
unsloth/Kimi-K2-Instruct-GGUF

Text Generation • 1T • Updated Dec 29, 2025 • 32.1k • 229

Multilingual Sentiment Analysis Dataset

aisingapore/Safety-Toxicity-Detection

Viewer • Updated Dec 29, 2025 • 4.83k • 1.68k

LLM Series

Qwen3

Collection

84 items • Updated Dec 31, 2025 • 1.83k
DeepSeek-R1

Collection

10 items • Updated Nov 27, 2025 • 857
DeepSeek-V3

Collection

4 items • Updated Nov 27, 2025 • 285
gpt-oss

Collection

Open-weight models designed for powerful reasoning, agentic tasks, and versatile developer use cases. • 2 items • Updated Aug 7, 2025 • 462

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

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

Text Generation • 31B • Updated Sep 17, 2025 • 2.08M • • 823
Qwen/Qwen3-30B-A3B-Thinking-2507

Text Generation • 31B • Updated Aug 17, 2025 • 144k • 377
mistralai/Magistral-Small-2509

24B • Updated Feb 23 • 35k • 305
openai/gpt-oss-20b

Text Generation • 22B • Updated Aug 26, 2025 • 7.86M • • 4.84k

SLM

HuggingFaceTB/SmolLM3-3B

Text Generation • 3B • Updated Sep 10, 2025 • 782k • 985
google/gemma-3-270m

Text Generation • 0.3B • Updated Aug 14, 2025 • 1.89M • 1.05k
HuggingFaceTB/SmolLM2-135M

Text Generation • 0.1B • Updated Feb 6, 2025 • 1.63M • 217
SmolLM2

Collection

State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 16 items • Updated May 5, 2025 • 311

MLLM (100B - 300B)

OpenGVLab/InternVL3_5-241B-A28B

Image-Text-to-Text • 241B • Updated Aug 29, 2025 • 569 • 139
Qwen/Qwen3-235B-A22B-Instruct-2507

Text Generation • 235B • Updated Sep 17, 2025 • 66.1k • • 793
Qwen/Qwen3-235B-A22B-Thinking-2507

Text Generation • 235B • Updated Aug 17, 2025 • 20.4k • • 408

Benchmarks for evaluating LLMs/MLLMs

aisingapore/MultiTurn-Chat-MT-Bench

Viewer • Updated Jan 5 • 787 • 98

Conversation Dataset

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

Viewer • Updated Oct 1, 2024 • 12.7k • 98 • 28
5CD-AI/Vietnamese-Ecommerce-Multi-turn-Chat

Viewer • Updated Oct 1, 2024 • 1.48k • 21 • 8
5CD-AI/Vietnamese-Ecommerce-Alpaca

Viewer • Updated Mar 6, 2024 • 69.3k • 43 • 12
5CD-AI/Vietnamese-alpaca-gpt4-gg-translated

Viewer • Updated Jan 10, 2024 • 52k • 334 • 20

Multilingual Parallel Text Corpus

vietgpt/opus100_envi

Viewer • Updated Jul 3, 2023 • 1M • 41 • 4
tuandunghcmut/PhoMT-MTet-Mixture

Viewer • Updated Aug 11, 2025 • 7.62M • 89 • 2
airesearch/scb_mt_enth_2020

Updated Jan 18, 2024 • 210 • 9
Helsinki-NLP/opus_paracrawl

Viewer • Updated Feb 22, 2024 • 27.3M • 846 • 6

Multilingual Pretraining Corpus for Southeast Asian Language

aisingapore/SEA-PILE-v2

Viewer • Updated Apr 14, 2025 • 187M • 3.87k • 6
aisingapore/SEA-PILE-v1

Viewer • Updated Dec 2, 2025 • 636M • 154 • 18
airesearch/scb_mt_enth_2020

Updated Jan 18, 2024 • 210 • 9
aisingapore/WangchanLION-Web

Viewer • Updated Sep 3, 2025 • 19.8M • 131 • 3