MamayLM, передова мовна модель для української мови
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Papers
AR-VLA: True Autoregressive Action Expert for Vision-Language-Action Models
OSM-based Domain Adaptation for Remote Sensing VLMs
Articles
Automated Benchmark for Information Retrieval Evaluation in
Mathematics
Generalist VLAs with same VLM backbone and insulated action heads for on FAST, Flow-matching, or Autoregressive output.
Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets (ACL 2026)
-
Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets
Paper • 2602.22207 • Published • 45 -
INSAIT-Institute/rit-mmlu
Viewer • Updated • 111k • 336 -
INSAIT-Institute/rit-winogrande
Viewer • Updated • 8.87k • 170 -
INSAIT-Institute/rit-hellaswag
Viewer • Updated • 70.3k • 191
Our ReVLA model finetuned at different datasets
The first benchmark for evaluating LLM sycophancy in mathematical reasoning.
A collection of the Open Proof Corpus dataset and the finetuned judging model.
BgGPT-Gemma-2 collection of models.
-
INSAIT-Institute/BgGPT-Gemma-2-27B-IT-v1.0
Text Generation • 27B • Updated • 27 • • 17 -
INSAIT-Institute/BgGPT-Gemma-2-2.6B-IT-v1.0
Text Generation • 3B • Updated • 84 • • 7 -
INSAIT-Institute/BgGPT-Gemma-2-9B-IT-v1.0
Text Generation • 9B • Updated • 84 • • 11 -
INSAIT-Institute/BgGPT-Gemma-2-2.6B-IT-v1.0-GGUF
3B • Updated • 152 • 4
Biggest release of Ukrainian-adapted MamayLM model series
-
INSAIT-Institute/MamayLM-Gemma-3-27B-IT-v2.0
Image-Text-to-Text • 27B • Updated • 778 • 8 -
INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0
Image-Text-to-Text • 12B • Updated • 9.83k • 4 -
INSAIT-Institute/MamayLM-Gemma-3-27B-IT-v2.0-FP8-dynamic
Image-Text-to-Text • 29B • Updated • 87 • 2 -
INSAIT-Institute/MamayLM-Gemma-3-27B-IT-v2.0-GGUF
Image-Text-to-Text • 27B • Updated • 291 • 6
-
INSAIT-Institute/BgGPT-Gemma-3-27B-IT
Image-Text-to-Text • 27B • Updated • 405 • 11 -
INSAIT-Institute/BgGPT-Gemma-3-12B-IT
Image-Text-to-Text • 12B • Updated • 1.01k • • 4 -
INSAIT-Institute/BgGPT-Gemma-3-4B-IT
Image-Text-to-Text • 4B • Updated • 823 • 4 -
INSAIT-Institute/BgGPT-Gemma-3-27B-IT-GGUF
Image-Text-to-Text • 27B • Updated • 182 • 6
Models of the SPEAR series.
First Open and Multimodal Ukrainian-focused LLM
-
INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v1.0
Image-Text-to-Text • 12B • Updated • 700 • • 21 -
MamayLM v1.0 Release Blog
🌻26MamayLM v1.0 - now multimodal and even stronger!
-
INSAIT-Institute/MamayLM-Gemma-3-4B-IT-v1.0
Image-Text-to-Text • 4B • Updated • 617 • • 16 -
INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v1.0-GGUF
12B • Updated • 179 • 16
A model collection consisting of different model adapters trained with our adversarial training method MixAT
Ukrainian-focused MamayLM model collection, based on Gemma2
Automated Benchmark for Information Retrieval Evaluation in
Mathematics
Biggest release of Ukrainian-adapted MamayLM model series
-
INSAIT-Institute/MamayLM-Gemma-3-27B-IT-v2.0
Image-Text-to-Text • 27B • Updated • 778 • 8 -
INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0
Image-Text-to-Text • 12B • Updated • 9.83k • 4 -
INSAIT-Institute/MamayLM-Gemma-3-27B-IT-v2.0-FP8-dynamic
Image-Text-to-Text • 29B • Updated • 87 • 2 -
INSAIT-Institute/MamayLM-Gemma-3-27B-IT-v2.0-GGUF
Image-Text-to-Text • 27B • Updated • 291 • 6
Generalist VLAs with same VLM backbone and insulated action heads for on FAST, Flow-matching, or Autoregressive output.
-
INSAIT-Institute/BgGPT-Gemma-3-27B-IT
Image-Text-to-Text • 27B • Updated • 405 • 11 -
INSAIT-Institute/BgGPT-Gemma-3-12B-IT
Image-Text-to-Text • 12B • Updated • 1.01k • • 4 -
INSAIT-Institute/BgGPT-Gemma-3-4B-IT
Image-Text-to-Text • 4B • Updated • 823 • 4 -
INSAIT-Institute/BgGPT-Gemma-3-27B-IT-GGUF
Image-Text-to-Text • 27B • Updated • 182 • 6
Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets (ACL 2026)
-
Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets
Paper • 2602.22207 • Published • 45 -
INSAIT-Institute/rit-mmlu
Viewer • Updated • 111k • 336 -
INSAIT-Institute/rit-winogrande
Viewer • Updated • 8.87k • 170 -
INSAIT-Institute/rit-hellaswag
Viewer • Updated • 70.3k • 191
Models of the SPEAR series.
Our ReVLA model finetuned at different datasets
First Open and Multimodal Ukrainian-focused LLM
-
INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v1.0
Image-Text-to-Text • 12B • Updated • 700 • • 21 -
MamayLM v1.0 Release Blog
🌻26MamayLM v1.0 - now multimodal and even stronger!
-
INSAIT-Institute/MamayLM-Gemma-3-4B-IT-v1.0
Image-Text-to-Text • 4B • Updated • 617 • • 16 -
INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v1.0-GGUF
12B • Updated • 179 • 16
The first benchmark for evaluating LLM sycophancy in mathematical reasoning.
A model collection consisting of different model adapters trained with our adversarial training method MixAT
A collection of the Open Proof Corpus dataset and the finetuned judging model.
Ukrainian-focused MamayLM model collection, based on Gemma2
BgGPT-Gemma-2 collection of models.
-
INSAIT-Institute/BgGPT-Gemma-2-27B-IT-v1.0
Text Generation • 27B • Updated • 27 • • 17 -
INSAIT-Institute/BgGPT-Gemma-2-2.6B-IT-v1.0
Text Generation • 3B • Updated • 84 • • 7 -
INSAIT-Institute/BgGPT-Gemma-2-9B-IT-v1.0
Text Generation • 9B • Updated • 84 • • 11 -
INSAIT-Institute/BgGPT-Gemma-2-2.6B-IT-v1.0-GGUF
3B • Updated • 152 • 4