35 5 320

Nikita Davidchuk

Ar4ikov

https://socialcode.ru

Ar4ikov

AI & ML interests

nlp, web, opensource, transformers, asr, ser, tts, cv

Recent Activity

reacted to suayptalha's post with ❤️ 4 days ago

🚀 Introducing 𝐅𝐢𝐫𝐬𝐭 𝐇𝐮𝐠𝐠𝐢𝐧𝐠 𝐅𝐚𝐜𝐞 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 𝐨𝐟 𝐦𝐢𝐧𝐆𝐑𝐔 𝐌𝐨𝐝𝐞𝐥𝐬 from the paper 𝐖𝐞𝐫𝐞 𝐑𝐍𝐍𝐬 𝐀𝐥𝐥 𝐖𝐞 𝐍𝐞𝐞𝐝𝐞𝐝? 🖥 I have integrated 𝐧𝐞𝐱𝐭-𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 𝐑𝐍𝐍𝐬, specifically minGRU, which offer faster performance compared to Transformer architectures, into HuggingFace. This allows users to leverage the lighter and more efficient minGRU models with the "𝐭𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐞𝐫𝐬" 𝐥𝐢𝐛𝐫𝐚𝐫𝐲 for both usage and training. 💻 I integrated two main tasks: 𝐌𝐢𝐧𝐆𝐑𝐔𝐅𝐨𝐫𝐒𝐞𝐪𝐮𝐞𝐧𝐜𝐞𝐂𝐥𝐚𝐬𝐬𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 and 𝐌𝐢𝐧𝐆𝐑𝐔𝐅𝐨𝐫𝐂𝐚𝐮𝐬𝐚𝐥𝐋𝐌. 𝐌𝐢𝐧𝐆𝐑𝐔𝐅𝐨𝐫𝐒𝐞𝐪𝐮𝐞𝐧𝐜𝐞𝐂𝐥𝐚𝐬𝐬𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧: You can use this class for 𝐒𝐞𝐪𝐮𝐞𝐧𝐜𝐞 𝐂𝐥𝐚𝐬𝐬𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 tasks. I also trained a Sentiment Analysis model with stanfordnlp/imdb dataset. 𝐌𝐢𝐧𝐆𝐑𝐔𝐅𝐨𝐫𝐂𝐚𝐮𝐬𝐚𝐥𝐋𝐌: You can use this class for 𝐂𝐚𝐮𝐬𝐚𝐥 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥 tasks such as GPT, Llama. I also trained an example model with roneneldan/TinyStories dataset. You can fine-tune and use it! 🔗 𝐋𝐢𝐧𝐤𝐬: Models: https://huggingface.co/collections/suayptalha/mingru-676fe8d90760d01b7955d7ab GitHub: https://github.com/suayptalha/minGRU-hf LinkedIn Post: https://www.linkedin.com/posts/suayp-talha-kocabay_mingru-a-suayptalha-collection-activity-7278755484172439552-wNY1 📰 𝐂𝐫𝐞𝐝𝐢𝐭𝐬: Paper Link: https://arxiv.org/abs/2410.01201 I am thankful to Leo Feng, Frederick Tung, Mohamed Osama Ahmed, Yoshua Bengio and Hossein Hajimirsadeghi for their papers.

liked a model 7 days ago

answerdotai/ModernBERT-base

liked a model 7 days ago

mlx-community/whisper-large-v3-turbo-q4

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Ar4ikov's activity

New activity in Aniemore/wavlm-bert-fusion-s-emotion-russian-resd 29 days ago

Adding `safetensors` variant of this model

#1 opened about 2 months ago by

SFconvertbot

New activity in Aniemore/hubert-emotion-russian-resd 29 days ago

Adding `safetensors` variant of this model

#1 opened about 2 months ago by

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New activity in Aniemore/wav2vec2-xlsr-53-russian-emotion-recognition 29 days ago

Adding `safetensors` variant of this model

#2 opened about 1 month ago by

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New activity in IlyaGusev/saiga_llama3_8b 8 months ago

Какие видеокарты использовались при обучении?

#3 opened 8 months ago by

Ar4ikov

New activity in ai-forever/mGPT over 1 year ago

Runtime error

#1 opened over 1 year ago by

Ar4ikov

New activity in iegit/voice-recognition-demo over 1 year ago

Edit output from text/plain to Gradio Label

#1 opened over 1 year ago by

Ar4ikov

New activity in Ar4ikov/gpt2-pt-2-stable-diffusion-prompt-generator over 1 year ago

Adding `safetensors` variant of this model

#1 opened over 1 year ago by

SFconvertbot

New activity in Ar4ikov/gpt2-medium-stable-diffusion-prompt-generator over 1 year ago

Adding `safetensors` variant of this model

#1 opened over 1 year ago by

SFconvertbot

New activity in Ar4ikov/gpt2-stable-diffusion-prompt-generator over 1 year ago

Adding `safetensors` variant of this model

#1 opened over 1 year ago by

SFconvertbot

New activity in Aniemore/rubert-large-emotion-russian-cedr-m7 over 1 year ago