Aleksei Dorkin PRO
adorkin
AI & ML interests
Computational Linguistics
Recent Activity
liked a model 2 days ago
nvidia/NVIDIA-Nemotron-3.5-Transcribe-30B-A4B upvoted a collection 3 days ago
Mistral Large 4 liked a model 3 days ago
mistralai/Mistral-Large-4-1T-A52BOrganizations
Math Datasets
Code SFT Datasets
Reward Models
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nvidia/Llama-3.3-Nemotron-70B-Reward-Multilingual
Text Generation • 71B • Updated • 210 • • 11 -
nvidia/Llama-3.3-Nemotron-70B-Reward-Principle
Text Generation • 71B • Updated • 1.02k • • 7 -
nvidia/Qwen-3-Nemotron-32B-Reward
Text Classification • 32B • Updated • 712 • 26 -
Skywork/Skywork-Reward-V2-Llama-3.1-8B
Text Classification • 8B • Updated • 12.2k • 50
My Shared Task Papers
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TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages
Paper • 2404.12845 • Published -
TartuNLP at EvaLatin 2024: Emotion Polarity Detection
Paper • 2405.01159 • Published -
TartuNLP @ AXOLOTL-24: Leveraging Classifier Output for New Sense Detection in Lexical Semantics
Paper • 2407.03861 • Published -
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval
Paper • 2504.21547 • Published
Multilingual Text Embedding Models
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tencent/KaLM-Embedding-Gemma3-12B-2511
Sentence Similarity • 12B • Updated • 16.8k • 105 -
nvidia/llama-embed-nemotron-8b
Feature Extraction • 8B • Updated • 10.3k • 174 -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 2.2M • • 845 -
Qwen/Qwen3-Embedding-4B
Feature Extraction • 4B • Updated • 2.31M • • 345
Code RL Datasets
Multi-Turn Chat
Llama 3(.1) 8B Finetunes
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nvidia/Llama-3.1-Nemotron-Nano-8B-v1
Text Generation • 8B • Updated • 6.57k • • 228 -
nvidia/llama-3.1-nemoguard-8b-topic-control
Text Classification • Updated • 492 • 22 -
nvidia/llama-3.1-nemoguard-8b-content-safety
Text Classification • Updated • 1.08k • 40 -
nvidia/Llama-3.1-Nemotron-Nano-VL-8B-V1
Image-Text-to-Text • 9B • Updated • 69.8k • 188
Multilingual Text Encoders
Multilingual Text Embedding Models
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tencent/KaLM-Embedding-Gemma3-12B-2511
Sentence Similarity • 12B • Updated • 16.8k • 105 -
nvidia/llama-embed-nemotron-8b
Feature Extraction • 8B • Updated • 10.3k • 174 -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 2.2M • • 845 -
Qwen/Qwen3-Embedding-4B
Feature Extraction • 4B • Updated • 2.31M • • 345
Math Datasets
Code RL Datasets
Code SFT Datasets
Multi-Turn Chat
Reward Models
-
nvidia/Llama-3.3-Nemotron-70B-Reward-Multilingual
Text Generation • 71B • Updated • 210 • • 11 -
nvidia/Llama-3.3-Nemotron-70B-Reward-Principle
Text Generation • 71B • Updated • 1.02k • • 7 -
nvidia/Qwen-3-Nemotron-32B-Reward
Text Classification • 32B • Updated • 712 • 26 -
Skywork/Skywork-Reward-V2-Llama-3.1-8B
Text Classification • 8B • Updated • 12.2k • 50
Llama 3(.1) 8B Finetunes
-
nvidia/Llama-3.1-Nemotron-Nano-8B-v1
Text Generation • 8B • Updated • 6.57k • • 228 -
nvidia/llama-3.1-nemoguard-8b-topic-control
Text Classification • Updated • 492 • 22 -
nvidia/llama-3.1-nemoguard-8b-content-safety
Text Classification • Updated • 1.08k • 40 -
nvidia/Llama-3.1-Nemotron-Nano-VL-8B-V1
Image-Text-to-Text • 9B • Updated • 69.8k • 188
My Shared Task Papers
-
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages
Paper • 2404.12845 • Published -
TartuNLP at EvaLatin 2024: Emotion Polarity Detection
Paper • 2405.01159 • Published -
TartuNLP @ AXOLOTL-24: Leveraging Classifier Output for New Sense Detection in Lexical Semantics
Paper • 2407.03861 • Published -
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval
Paper • 2504.21547 • Published