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Key Points:
* Proposes two methods - LoRA Switch and LoRA Composite - that activate/combine LoRAs during the denoising process rather tha... | {
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"raw": "https://huggingface.co/datasets/davanstrien/c... | Introducing https://huggingface.co/datasets/davanstrien/cosmopedia_chat (v0.0.1), my first experiment using the new NousResearch Genstruct model https://huggingface.co/NousResearch/Genstruct-7B
This dataset uses a subset of https://huggingface.co/datasets/HuggingFaceTB/cosmopedia, a synthetic textbook-quality dataset,... | {
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... | Create synthetic instruction datasets using open source LLM's and bonito🐟!
With Bonito, you can generate synthetic datasets for a wide variety of supported tasks.
The Bonito model introduces a novel approach for conditional task generation, transforming unannotated text into task-specific training datasets to facil... | {
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"url... | PixArt-Σ
Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
https://huggingface.co/papers/2403.04692
In this paper, we introduce PixArt-\Sigma, a Diffusion Transformer model~(DiT) capable of directly generating images at 4K resolution. PixArt-\Sigma represents a significant advancement ... | {
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"type"... | As promised, a video on the new Major TOM dataset on HF: https://youtu.be/KonWxQ1mCpA?si=tp3Cz6-F0exfgdx3
If you prefer audio, there is a podcast too: https://www.satellite-image-deep-learning.com/p/major-tom-expandable-eo-datasets
I think this is just the start for remote sensing datasets on HuggingFace..!
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https://huggingface.co/datasets/BramVanroy/hplt_monolingual_v1_2
In December of last year, HPLT (https://hplt-project.org/) released version 1.2 of their dataset. It covers web-crawled data of 75 languages!, in the raw format as well as deduplicated and cleaned... | {
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"labe... | We just released bitsandbytes==0.43.0 📦 , with these significant new additions:
‣ 🛫 FSDP+QLoRA support (alpha release)
◦ now anyone with 2 powerful gaming GPUs can fine-tune 70B param models at home!
◦ in collab with Jeremy Howard + team @ answer.ai
◦ answer.ai blogpost: https://www.answer.ai/posts/2024-03-06-... | {
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... | Speaking of the missing piece in today’s generative AI: Reasoning (or more appropriately, the proper use of Common-Sense)
Human Intelligence is hinged on the brain’s ability to learn vast amounts of background knowledge about the world just by passively observing it. Such common-sense information is believed to be the... | {
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... | People in Paris 🇫🇷 🥐
Next week we'll be hosting our first Post-Deployment Data Science Meetup in Paris!
My boss will be talking about Quantifying the Impact of Data Drift on Model
Performance. 👀
The event is completely free, and there's only space for 50 people, so if you are interested, RSVP as soon as possibl... | {
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"val... | 🚀🎭🌟 New Research Alert - ICLR 2024! 🌟🎭 🚀
📄 Real3D-Portrait: One-shot Realistic 3D Talking Portrait Synthesis 🌟🚀
👥 Authors: Zhenhui Ye et al.
📅 Conference: ICLR, May 7-11, 2024 | Vienna, Austria 🇦🇹
🔗 Paper: https://huggingface.co/papers/2401.08503
🔗 Github Page: https://real3dportrait.github.io/
🔗 Re... | {
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After the Supervised Fine-Tuning (SFT) phase, we observed a notable degradation in the instruction-following capabilities of the LLaVA Multi-Modal Large Language Model (MM-LLM). To address this issue, we introduced a 6K-entry VQA preference dataset and employed Direct Preference Optimization (DPO), alongside testing o... | {
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MusicLang Space is now live: https://huggingface.co/spaces/musiclang/README
MusicLang is a controllable model for music generation:
> 🦙 Discover the LLAMA2 architecture, trained from scratch for symbolic music generation, ensuring exceptional quality;
> 👨🎨 Unleash your creativity by exte... | {
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Memory-Efficient LLM Training by Gradient Low-Rank Projection
https://huggingface.co/papers/2403.03507
Training Large Language Models (LLMs) presents significant memory challenges, predominantly due to the growing size of weights and optimizer states. Common memory-reduction approaches, such as low-rank adapt... | {
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... | Check out quantized weights from ISTA-DAS Lab directly in their organisation page: https://huggingface.co/ISTA-DASLab ! With official weights of AQLM (for 2bit quantization) & QMoE (1-bit MoE quantization)
Read more about these techniques below:
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Minimal, clean code for video/image "patchnization" - a process commonly used in tokenizing visual data for use in a Transformer encoder.
Code: https://github.com/Jaykef/min-patchnizer
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... | Released updated weights for moondream2 today, with significantly improved benchmark scores!
https://huggingface.co/spaces/vikhyatk/moondream2
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... | 🚀 Introducing UltraTextbooks v2: The Ultimate Educational NLP Dataset! 📚
I've expanded the dataset to include an even wider range of high-quality textbooks, with a special focus on machine learning, mathematics, and coding. 💻🧮
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... | Hi everyone,
I'd like to share our free GPT-4 chatbot: https://huggingface.co/spaces/yuntian-deng/ChatGPT4. Data collected from it will be shared back with the community in future releases of the WildChat dataset: https://huggingface.co/datasets/allenai/WildChat. Please help us reach 1 million conversations!
Thanks,
... | {
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Yufan here, CS PhD student from UC San Diego.
LLMs as ML algorithms? see my latest work MetaTree: https://huggingface.co/papers/2402.03774
Read more:
https://evanzhuang.github.io/
https://twitter.com/yufan_zhuang | {
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Looking forward to engaging with you all 🤗 | {
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... | Sharing our paper and library for building LLM agent. The library is less than 1K code lines!
https://github.com/SalesforceAIResearch/AgentLite
https://arxiv.org/abs/2402.15538
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... | 👋 I'm Sam
I use ML and HPC to accelerate scientific discovery @ Argonne National Laboratory*
https://samforeman.me
https://twitter.com/saforem2
https://github.com/saforem2
* https://alcf.anl.gov/about/people/sam-foreman | {
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... | Hi everyone,
I'd like to share our project on open-type Named Entity Recognition (NER). Our model uses a transformer encoder (BERT-like), making the computation overhead very minimal compared to use of LLMs. I've developed a demo that runs on CPU on Google Colab.
Colab Demo: https://colab.research.google.com/drive/1m... | {
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As many of you already know, Hugging Face has been a game changer by letting developers quickly grab any of hundreds of thousands of already-trained op... | {
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... | Design2Code
How Far Are We From Automating Front-End Engineering?
https://huggingface.co/papers/2403.03163
Generative AI has made rapid advancements in recent years, achieving unprecedented capabilities in multimodal understanding and code generation. This can enable a new paradigm of front-end development, in which... | {
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"user... | Hey, it took some time but I finally moved out and got internet back, so here I am again!
A lot of things to get updated on, I will try to reply to each of you ASAP.
See you soon! | {
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"raw": "hey there folks new Yi model just came out , and i had a gradio interface ready since their last releases.",
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"url":... | hey there folks new Yi model just came out , and i had a gradio interface ready since their last releases.
it's just a base model but you can check it out here : https://huggingface.co/spaces/Tonic/Yi-9B
cant wait to fine tune this one 🤗🚀
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... | You can now use gpt4all.io to instantly search, download, and chat with models hosted on huggingface! | {
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📄 Title: SyncTalk: The Devil 😈 is in the Synchronization for Talking Head Synthesis 🌟🚀
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🚀The European Space Agency releases MajorTOM, a dataset of earth observation covering half the earth. The dataset has 2.5 trillion pixels! Congrats @aliFrancis and @mikonvergence !
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... | AtomoVideo
High Fidelity Image-to-Video Generation
https://huggingface.co/papers/2403.01800
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Empirically, most practitioners have found that setting `return_timestamps=True` helps reduce hallucinations, particularly when doing long-form evaluation with Transformers’ “chunked” algorithm.
But why does this work?..
My interpretation is that ... | {
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More info in this thread https://x.com/mikonvergence/status/1764913256102031402?s=20
Note: video coming soon
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🏅 (October 26 - November 2, 2024)
🏅 Medical AI Paper of the Week:
Google Presents MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
Medical LLM & Other Models:
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The updated 📦 bulk-chain-0.24.1 which is aimed at iterative processing of CSV/JSONL data with no-string dependencies from third party LLM frameworks is out 🎉
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This is my first post here on huggingface. I'm glad to be a part of this amazing community! | {
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... | {
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Such an eye-opening chat! Check it out here: https://www.youtube.com/watch?v=3wAduy52mGc
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DecartAI & Etched just released Oasis - a fully AI-generated video game running at 20 FPS (frames per second). The model takes keyboard inputs and generates everything - physics, rules, graphics - on the fly, without any game engine.
⚡️ What makes this s... | {
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Kudos to @efederici @mferraretto @z-uo | {
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Model
📏 2 base model variants mentioned: 2B and 8B sizes
📐 New architecture in all abstraction levels:
- 🔽 UNet; ⬆️ Multimodal Diffusion Transformer, bye cross attention 👋
- 🆕 Rectified flows for the diffusion process
- 🧩 ... | {
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🚨 RECORD-BREAKING EO DATASET: the largest ever ML-ready Sentinel-2 dataset! It covers almost every single point on Earth captured by the Copernicus Sentinel-2 satellite. @mikonvergence and I are thrilled to finally announce the release of https://huggingface.co/... | {
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📄 Title: GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians 🌟🚀
👥 Authors: Liangxiao Hu et al.
📅 Conference: CVPR, Jun 17-21, 2024 | Seattle WA, USA 🇺🇸
🔗 Paper: https://huggingface.co/papers/2312.02134
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- [Auto Paper Analysis](https://github.com/deep-diver/auto-paper-analysis) let you generate QAs on a list of papers. The paper list could be specified either from Hugging Face's Dai... | {
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... | VisionLLaMA
A Unified LLaMA Interface for Vision Tasks
https://huggingface.co/papers/2403.00522
Large language models are built on top of a transformer-based architecture to process textual inputs. For example, the LLaMA stands out among many open-source implementations. Can the same transformer be used to process 2... | {
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Good data is essential for the open-source AI community. Recently, Argilla and Hugging Face launched Data is Better Together. In less than two weeks, over 350 people ranked over 10k prompts.
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... | 🚨 Now you can run Starcoder- 2 models locally on your Mac M1 Pro Apple Silicon with 16GB memory! 🧑🏽💻 ⚡️✨
Below is the UX with Twinny extension using https://huggingface.co/bigcode/starcoder2-3b for FIM and https://huggingface.co/codellama/CodeLlama-7b-Instruct-hf for chat. Dev tools is showing the prompt being se... | {
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... | Diaries of Open Source. Part 1.
What a week! Here are some of the exciting Open Source releases of the week!
1. BigCode releases The Stack v2 and StarCoder 2
Resources in https://huggingface.co/posts/loubnabnl/596860170283496
Blog https://huggingface.co/blog/starcoder2
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"val... | 🚀💃🌟 New Research Alert - CVPR 2024! 🌟🕺 🚀
📄 Title: MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model 🌟🚀
👥 Authors: @junhao910323, @hansyan et al.
📅 Conference: CVPR, Jun 17-21, 2024 | Seattle WA, USA 🇺🇸
🤗 Demo: https://huggingface.co/spaces/zcxu-eric/magicanimate
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The community has struggled to do a good preference-tune of Gemma, so the amazing @lewtun and @philschmid built an open-source recipe and trained a model to help people get started.
Handbook: https://github.com/huggingface/alignment-handbook/blob/main/recipes/zephyr-7b-gemma/README.md
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My first 🤗Post🤗 ever to announce the release of a fantastic collaborative resource to support model developers across the full development stack: The FM Development Cheatsheet available here: https://fmcheatsheet.org/
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"... | https://huggingface.co/papers/2402.16459
**Defending LLMs against Jailbreaking Attacks via Backtranslation**
I really love this! Its a really innovative way to get robust defense against jailbreaking. Its not cheap, 2-3 calls per user request. But for some use-cases it can be worth it! | {
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Here is the complete library of ALL Spaces featured by Hugging Face since October 2021:
All Spaces Of The Week - https://huggingface.co/spaces/mvaloatto/ASOTW
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⭐ BlogPost: https://huggingface.co/blog/starcoder2
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Star coder came out and it's really fascinating in more ways than one !
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Try it out yourself: https://huggingface.co/spaces/Xenova/video-object-detection
(Model used + example code: https://huggingface.co/Xenova/gelan-c_all)
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📰 Read our article in the Journal of the American Medical Informatics Association:
https://academic.oup.com/jamia/advance-article/doi/10.1093/jamia/ocae029/7614965
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📄 Title: EMO: Emote Portrait Alive - Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions
👥 Authors: Linrui Tian, @lucaskingjade, Bang Zhang, and @Liefeng
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Today we announce : https://huggingface.co/datasets/2A2I/Arabic-OpenHermes-2.5
Arabic-OpenHermes-2.5 Is simply the translation of the original dataset released by @teknium couple months ago !
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1. New methods for merging LoRA weights. Refer this HF Post for more details: https://huggingface.co/posts/smangrul/850816632583824
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TL;DR: Introduce a revisited benchmark to evaluate the effectiveness and reliability of intervention methods across several linguistic phenomena.
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... | ChatMusician
Understanding and Generating Music Intrinsically with LLM
https://huggingface.co/papers/2402.16153
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Announcing https://huggingface.co/datasets/DIBT/10k_prompts_ranked, the first dataset release from Data Is Better Together.
Created in <2 weeks by the community. Includes:
✨ 10,000+ prompt quality ratings
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... | 🚀 Just released version 0.21.0 of the `huggingface_hub` Python library!
Exciting updates include:
🖇️ Dataclasses everywhere for improved developer experience!
💾 HfFileSystem optimizations!
🧩 `PyTorchHubMixin` now supports configs and safetensors!
✨ `audio-to-audio` supported in the InferenceClient!
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... | I've tried DoRA (https://arxiv.org/abs/2402.09353) with SDXL using PEFT, outputs are quite detailed 🤩🌟
as usual trained on lego dataset I compiled, I compared them with previously trained pivotal tuned model and the normal DreamBooth model before that 😊
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872583609664849 | [
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"value": "🚀🔥🌟 New Research Alert - ICLR 2024! 🌟🔥🚀",
"raw": "🚀🔥🌟 New Research Alert - ICLR 2024! 🌟🔥🚀",
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"value... | 🚀🔥🌟 New Research Alert - ICLR 2024! 🌟🔥🚀
📄 Title: FuseChat: Revolutionizing Chat Models Fusion 🌟🚀
👥 Authors: @Wanfq, @passerqxj et al.
📅 Conference: ICLR, May 7-11, 2024 | Vienna, Austria 🇦🇹
🔗 Paper: https://huggingface.co/papers/2402.16107
🔗 Repository: https://github.com/fanqiwan/FuseLLM
🔥 Models �... | {
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