ML Research Hub – Telegram
ML Research Hub
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Advancing research in Machine Learning – practical insights, tools, and techniques for researchers.

Admin: @HusseinSheikho || @Hussein_Sheikho
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🚀 AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

🖥 Github: https://github.com/woooodyy/agentgym

🔖 Paper: https://arxiv.org/abs/2406.04151v1

☄️ Project: https://agentgym.github.io/

✔️ Model (AgentEvol-7B): https://huggingface.co/AgentGym/AgentEvol-7B

https://news.1rj.ru/str/DataScienceT
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https://news.1rj.ru/str/+VwDs29eEzRA5MTAx
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L-MAGIC: Language Model Assisted Generation of Images with Coherence

The new Intel- L-MAGIC model can generate high-quality panoramic scenes based on a single input image and text prompt!

Numerous tests show that the model generates panoramic scenes with better scene placement and rendering quality than similar models.

▪️Github: https://github.com/IntelLabs/MMPano
▪️Paper: https://arxiv.org/abs/2406.01843
▪️Project: https://zhipengcai.github.io/MMPano/
▪️Video: https://youtu.be/XDMNEzH4-Ec

https://news.1rj.ru/str/DataScienceT
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🎙 VALLEY 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers

In this article, Microsoft introduced VALL-E 2, the latest advancement in language models , which marks a major milestone in text-to-speech (TTS) synthesis, reaching the human level for the first time.

Experiments with LibriSpeech and VCTK datasets have shown that VALL-E 2 outperforms all previous models in terms of generated speech quality and naturalness.

Details: https://arxiv.org/abs/2406.05370
🔴 Demo of VALLE 2 will be available here: https://www.bing.com/?ref=aka&shorturl=valle2

https://news.1rj.ru/str/DataScienceT
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⭐️ New Dream Machine video generator from Luma AI.

Unlike Sora or KLING, it is available for testing.


You can try it here: https://lumalabs.ai/dream-machine

https://news.1rj.ru/str/DataScienceT
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🌟 MusicGPT is an application for running music-generating models locally

- brew install gabotechs/taps/musicgpt

MusicGPT allows you to run the latest music generation models locally on any platform, without installing heavy dependencies such as ML frameworks.

Currently, MusicGPT only supports MusicGen from Meta, but there are plans to add even more different music generation models.

Quick start with Docker:
docker run -it --gpus all -p 8642:8642 -v ~/.musicgpt:/root/.local/share/musicgpt gabotechs/musicgpt --gpu --ui-expose

or using cargo:
cargo install musicgpt

🖥 GitHub

https://news.1rj.ru/str/DataScienceT
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EU official channel: https://news.1rj.ru/str/EUExchangevip

EU official group: https://news.1rj.ru/str/EUExchangeVipGroup
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🕹  VideoLLaMA 2 is a set of open-source Video-LLMs for video generation.

VideoLLaMA 2, a logical evolution of past models, includes a specialized space-time convolution (STC) component that effectively captures complex dynamics in video.

🖥 GitHub

🤗 Demo

VideoLLaMA 2 model

https://news.1rj.ru/str/DataScienceT
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🆕 StreamSpeech: A powerful synchronized speech translation model.

StreamSpeech is a seamless All-in-One model for offline and synchronous speech recognition, speech translation and speech synthesis.

💡 StreamSpeech achieves SOTA performance for both offline and synchronous speech-to-speech translation.

🟢page: https://ictnlp.github.io/StreamSpeech-site/

🟢paper: https://arxiv.org/abs/2406.03049

🟢code: https://github.com/ictnlp/streamspeech

https://news.1rj.ru/str/DataScienceT
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DeepSeek-Coder-V2: The first open source model to outperform GPT4-Turbo in coding and math problems

> > > Outperforms GPT4-Turbo, Claude3-Opus, Gemini-1.5Pro, Codestral in coding and math problems.
> Supports 338 programming languages, 128K context length.
> Fully open source code in two sizes: 230B and 16 B

DeepSeek-Coder-V2 outperforms Yi-large, Claude3-Opus, GL M4 and Qwen2-72B in the Arena-Hard-Auto table.

▪️HF: https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct

▪️Github: https://github.com/deepseek-ai/DeepSeek-Coder-V2/blob/main/paper.pdf

▪️Demo: https://chat.deepseek.com/sign_in?from=coder

https://news.1rj.ru/str/DataScienceT
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👉 https://news.1rj.ru/str/Amigoo_Chat_Bot
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🧠 Magnum-72B-v1 is an LLM that can write prose and poetry

Magnum-72B-v1 is based on the Qwen-2 72B.
It was trained on 55 million tokens of high-quality data. Eight AMD Instinct MI300X AMD gas pedals were used to fine tune all model parameters.
🤗 Hugging Face

https://news.1rj.ru/str/DataScienceT
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🦜 Toucan is an open-source TTS model with support for 7000 languages ​​and dialects

Toucan is a text-to-speech (TTS) model + a set of tools for learning, training and deploying the model.

The model was created at the Institute for Natural Language Processing (IMS) at the University of Stuttgart.

Everything is written in idiomatic Python using PyTorch to make learning and testing as easy as possible.

🖥 GitHub
🤗 Test it on HF
🤗 Dataset for HF

https://news.1rj.ru/str/DataScienceT
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