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... | EPFL and Apple (at @EPFL-VILAB) just released 4M-21: single any-to-any model that can do anything from text-to-image generation to generating depth masks! 🙀
4M is a multimodal training framework introduced by Apple and EPFL.
Resulting model takes image and text and output image and text 🤩
Models: https://huggingfac... | {
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"url... | Hey all!
Here I take a somewhat strong stance and am petitioning to revisit the default training parameters on the Diffusers LoRA page.
In my opinion and after observing and testing may training pipelines shared by startups and resources, I have found that many of them exhibit the same types of issues. Upon discussin... | {
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✅ Pre-configured environment
✅ Ready-to-use notebooks
✅ No local GPU needed
You can try the Space here: https://huggingface.co/spaces/davanstrien/synthetic-data-workshop
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Researcher Affiliation:
University of Washington
Salesforce Research
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"... | Florence-2 is a new vision foundation model capable of a wide variety of tasks 🤯
Demo 👉🏻 https://huggingface.co/spaces/gokaygokay/Florence-2
Collection 👉🏻 https://huggingface.co/collections/microsoft/florence-6669f44df0d87d9c3bfb76de
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"r... | Check out AutoRound, SOTA LLM quantization algorithm across 2-4 bits without adding any inference overhead to any model
paper: https://arxiv.org/abs/2309.05516
github: https://github.com/intel/auto-round
lowbits leaderboard: https://huggingface.co/spaces/Intel/low-bit-leaderboard
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PixelProse is a captioning dataset of 16M image-caption pairs, with less toxicity and higher details ✨
https://huggingface.co/datasets/tomg-group-umd/pixelprose
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... | ⚗️ Looking to get started with Synthetic data and AI Feedback?
I created this cool notebook for a workshop @davanstrien and I gave it a couple of weeks back. It uses https://distilabel.argilla.io/dev/ and I think it is a good entry point for anyone with a practical interest in the topic.
https://colab.research.googl... | {
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"v... | On-Device deployment ready MobileNet-V4 models:
https://huggingface.co/collections/byoussef/mobilenetv4-conv-pretrained-tflite-models-66726c945040fc61f5a50b63
Models converted from timm's pretrained Pytorch weights to TFLite (fp32 & fp16).
All conv models fully compatible with TFLite Gpu Delegate on Android for fast ... | {
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"raw": "🤯🤯🤯VERY ROBUST TOOL to control camera motion for videos!!!",
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... | 🤯🤯🤯VERY ROBUST TOOL to control camera motion for videos!!!
Even doesn't need any additional finetuning! It uses inference process of video diffusion directly!!
Try it on your own video diffusion model and generate CINEMATIC SHOTS!📸🎥🫢
Check at https://lifedecoder.github.io/CamTrol/ | {
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"... | https://huggingface.co/papers/2312.16171 I normally use this to make prompts in the form of a RAG (Retrieval Augmented Generation). For example, here's one from Gemma 7B about articles.
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"raw": "⚗️ distilabel 1.2.0 is out and it comes with i... | ⚗️ distilabel 1.2.0 is out and it comes with improved support for structured generation, new tasks for generating datasets for training embedding models, new steps for loading data, MixtureOfAgentsLLM and improved docs.
We would love to see a few new datasets for training embedding models built with distilabel on the ... | {
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This one gives you longer captions.
https://huggingfac... | {
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"raw": "https://cvpr.thecvf.c... | With the CVPR conference (https://cvpr.thecvf.com) in full swing this week in Seattle 🏙️, the competition details for NeurIPS 2024 have just been released.🚀
Some of the competitions this year include:
🦾 MyoChallenge 2024: Physiological dexterity in bionic humans.
🌌 FAIR Universe: Handling uncertainties in fundame... | {
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"value": "Impressive to see Depth Anything V2. See this example I just took with a lot of different depths. ",
"raw": "Impressive to see Depth Anything V2. See this example I just took with a lot of different depths. ",
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"code... | Impressive to see Depth Anything V2. See this example I just took with a lot of different depths.
If you want to learn more about it, this TLDR by @merve is👌 https://huggingface.co/posts/merve/568638914646708 | {
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"hre... | I love Depth Anything V2 😍
It’s Depth Anything, but scaled with both larger teacher model and a gigantic dataset!
Here's a small TLDR of paper with a lot of findings, experiments and more.
I have also created a collection that has the models, the dataset, the demo and CoreML converted model 😚 https://huggingface.... | {
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"url... | Hey All!
I've been asked a lot of share more on how I train LoRAs. The truth is I don't think my advice is very helpful without also including more contextual, theoretical commentary on how I **think** about training LoRAs for SDXL and other models.
I wrote a first article here about it - let me know what you think.... | {
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"type": "text",
"value": "💰 𝗚𝗲𝘁 𝘁𝗵𝗲 𝗽𝗿𝗶𝗰𝗲 𝗼𝗳 𝗮𝗻𝘆 𝗟𝗟𝗠 𝗔𝗣𝗜 𝗿𝗲𝗾𝘂𝗲𝘀𝘁 ⇒ 𝘁𝗼𝗸𝗲𝗻𝗰𝗼𝘀𝘁",
"raw": "💰 𝗚𝗲𝘁 𝘁𝗵𝗲 𝗽𝗿𝗶𝗰𝗲 𝗼𝗳 𝗮𝗻𝘆 𝗟𝗟𝗠 𝗔𝗣𝗜 𝗿𝗲𝗾𝘂𝗲𝘀𝘁 ⇒ 𝘁𝗼𝗸𝗲𝗻𝗰𝗼𝘀𝘁",
"href": null,
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"user... | 💰 𝗚𝗲𝘁 𝘁𝗵𝗲 𝗽𝗿𝗶𝗰𝗲 𝗼𝗳 𝗮𝗻𝘆 𝗟𝗟𝗠 𝗔𝗣𝗜 𝗿𝗲𝗾𝘂𝗲𝘀𝘁 ⇒ 𝘁𝗼𝗸𝗲𝗻𝗰𝗼𝘀𝘁
I've just found out about 𝙰𝚐𝚎𝚗𝚝𝙾𝚙𝚜-𝙰𝙸/𝚝𝚘𝚔𝚎𝚗𝚌𝚘𝚜𝚝 (https://github.com/AgentOps-AI/tokencost).
𝗧𝗵𝗶𝘀 𝗹𝗶𝗯𝗿𝗮𝗿𝘆 𝗴𝗶𝘃𝗲𝘀 𝘆𝗼𝘂 𝘁𝗵𝗲 𝗽𝗿𝗶𝗰𝗲 𝗼𝗳 𝘆𝗼𝘂𝗿 𝗰𝗮𝗹𝗹𝘀 𝘁𝗼 𝗮𝗻𝘆 𝗟𝗟𝗠 𝗔𝗣𝗜: OpenAI... | {
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Dataset visualized by datawrapper
```html
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"value": nul... | Remember Will Smith eating Spaghetti? 🍝😆
AI has come a long way from generating hilariously low-quality videos to almost unrealistic realistic videos 🎥✨
But most models like @OpenAI Sora, @Kling_ai , etc are not publicly available. 🚫🖥️
But now we have @LumaLabsAI Dream Machine, which is publicly available for f... | {
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📍I have just created a step-by-step procedure with a Colab demo link also attached in the repository's README.m... | {
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SB Intuitions has announced the release of Japanese Large Language Models (LLMs) with 7 billion, 13 billion, and 65 billion parameters to aid academic and industrial research and development. The company plans to develop a 390 billion parameter model by the end of 2024. The models, named Sarashina1 a... | {
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"raw": "Join us at our remaining CVPR presentations this week! Members of PRS-ETH will be around to connect with you and... | Join us at our remaining CVPR presentations this week! Members of PRS-ETH will be around to connect with you and discuss our presented and ongoing works:
💐 Marigold: Discover our work on sharp diffusion-based computer vision techniques, presented in Orals 3A track on "3D from Single View", Thu, June 20, 9:00-9:15 AM.... | {
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Thanks to @louisbrulenaudet for the contribution. Really cool to see the community improving this tool!
Try it here: https://huggingface.co/spaces/JournalistsonHF/huggingface-on... | {
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"href": nu... | 📁✨ Meet Corpus Creator!
This Gradio app (https://huggingface.co/spaces/davanstrien/corpus-creator) takes you from your local files to a Hugging Face Dataset via Llama Index.
The goal of the tool is to make it quicker and easier to quickly get some local files you want to get ready for ML tasks into a Hugging Face... | {
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... | Finally @CVPR2024 is here! 🩷
Have you claimed your papers and linked your models/datasets/demos?
This will increase visibility and impact of your paper 💫
To index your papers, go here
https://huggingface.co/spaces/CVPR2024/CVPR2024-papers
Find your paper, click on paper page link, index the paper, then click on you... | {
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... | 🧪 RAG Evaluation with 🔥 Prometheus 2 + Haystack
📝 Blog post: https://haystack.deepset.ai/blog/rag-evaluation-with-prometheus-2
📓 Notebook: https://github.com/deepset-ai/haystack-cookbook/blob/main/notebooks/prometheus2_evaluation.ipynb
─── ⋆⋅☆⋅⋆ ───
When evaluating LLMs' responses, 𝐩𝐫𝐨𝐩𝐫𝐢𝐞𝐭𝐚𝐫𝐲 𝐦𝐨𝐝�... | {
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Tonight I wrote up a W... | {
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We're delighted to share the launch of our new Data Quality Classification Model, designed specifically for evaluating educational content in German. This tool uses advanced machine learning techniques to assess texts across all educational levels, from primary sch... | {
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"code": nul... | Mixtral or Llama 70B on Google Spreadsheet thanks to Hugging Face's Serverless Inference API 🤗
The Add-on is now available on the HF repo "Journalists on Hugging Face" and allows rapid generation of synthetic data, automatic translation, answering questions and more from simple spreadsheet cells 🖥️
Link to the 🤗 S... | {
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Automatic Scientific Discovery guided by LLM!
https://github.com/zyzisastudyreallyhardguy/LLM4SD | {
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"value": "📊 Lovely to share the unique reasoning capabilities 🧠 findings of Qwen2-7B 🇨🇳 in Target Sentiment Analysis (TSA) for original texts (🇷🇺) and their translated version in English (🇺🇸), in zero-shot-learning mode.",
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Since the last update on 1.5, I have to say:
☑️ 1. Qwen2-7B is the first model in my list that reaso... | {
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I intend to start writing more fully on the thought process behind my approach to curating and training style and s... | {
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Tutorial: https://www.youtube.com/watch?v=VCQ0Cw-GF2U
This video covers:
- Why we need observability?
- Implementation of RAG using BeyondLLM
- Monitor and Track LLM Observability using Phoenix | {
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279432787574723 | [
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"raw": "🖥️ Do you have 1TB+ VRAM?",
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"href": ... | 🖥️ Do you have 1TB+ VRAM?
🎉 Well, good news for you!
👨🔬 Good folks at @nvidia have released Nemotron 4 340B, the new open-source LLM king, rivalling GPT-4! 🚀
📊 340B parameter models in 3 flavours: base, reward, and instruct models
🎯 It's a dense model, not MoE
👓 4k context window
📚 9T tokens training da... | {
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... | Just published "CryptGPT: A Simple Approach to Privacy-Preserving Language Models Using the Vigenere Cipher".
https://huggingface.co/blog/diwank/cryptgpt-part1
tl;dr - we pretrained a gpt-2 tokenizer and model from scratch on a dataset encrypted with Vigenere cipher and it performs as well as regular gpt-2. Except in... | {
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"value": "I've tried out my new Space for copying Websites with Gemini 1.5 Flash and i gave it a image of Huggingchat. The results were interesting, but you can see it for yourself.",
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Space:
https://huggingface.co/spaces/L-AI/Gemini-UI-Generator
Website-Demo:
https://leunos.com/hf-chat-fake
Screenshot: | {
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I was experimenting with multi-bot interactions for practical solutions, such as code synthesis and editing. This has, so far, led to many well-made templates and no working code, but I still feel a template this lovely is worthy of use. Enjoy! 🤗
https://colab.research.google.com/gist/SMeyersMrOvkill/2ed6cb... | {
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358807807171232 | [
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... | Together MoA is a really interesting approach based on open source models!
"We introduce Mixture of Agents (MoA), an approach to harness the collective strengths of multiple LLMs to improve state-of-the-art quality. And we provide a reference implementation, Together MoA, which leverages several open-source LLM agents... | {
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"value": "📊 Just measured reasoning capabilities 🧠 of Qwen1.5-7B 🇨🇳 in Target Sentiment Analysis (TSA) both for original texts (🇷🇺) and translated in English (🇺🇸), in zero-shot-learning mode. Here is what I've noticed:",
"raw": "📊 Just measured reasoning capabilities 🧠 of ... | 📊 Just measured reasoning capabilities 🧠 of Qwen1.5-7B 🇨🇳 in Target Sentiment Analysis (TSA) both for original texts (🇷🇺) and translated in English (🇺🇸), in zero-shot-learning mode. Here is what I've noticed:
☑️ 1. Huge gap 📈 with the smaller Qwen1.5 and Qwen2 (1.8B and 1.8B). Qwen1.5-7B strongly outperform... | {
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... | I've published several older versions of Vokan! Sometimes, they may sound more natural, but less like the target speaker.
Please check em out!
https://huggingface.co/spaces/Korakoe/Vokan-V0.5
https://huggingface.co/ShoukanLabs/Vokan
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156016237962695 | [
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"value": "𝗧𝗵𝗲 𝗻𝗲𝘅𝘁 𝗯𝗶𝗴 𝘀𝗼𝗰𝗶𝗮𝗹 𝗻𝗲𝘁𝘄𝗼𝗿𝗸 𝗶𝘀 𝗻𝗼𝘁 🦋, 𝗶𝘁'𝘀 𝗛𝘂𝗯 𝗣𝗼𝘀𝘁𝘀! [INSERT STONKS MEME WITH LASER EYES]",
"raw": "𝗧𝗵𝗲 𝗻𝗲𝘅𝘁 𝗯𝗶𝗴 𝘀𝗼𝗰𝗶𝗮𝗹 𝗻𝗲𝘁𝘄𝗼𝗿𝗸 𝗶𝘀 𝗻𝗼𝘁 🦋, 𝗶𝘁'𝘀 𝗛𝘂𝗯 𝗣𝗼𝘀𝘁𝘀! [INSERT STONKS MEME WITH LASER EYES]",
... | 𝗧𝗵𝗲 𝗻𝗲𝘅𝘁 𝗯𝗶𝗴 𝘀𝗼𝗰𝗶𝗮𝗹 𝗻𝗲𝘁𝘄𝗼𝗿𝗸 𝗶𝘀 𝗻𝗼𝘁 🦋, 𝗶𝘁'𝘀 𝗛𝘂𝗯 𝗣𝗼𝘀𝘁𝘀! [INSERT STONKS MEME WITH LASER EYES]
See below: I got 105k impressions since regularly posting Hub Posts, coming close to my 275k on Twitter!
⚙️ Computed with the great dataset https://huggingface.co/datasets/maxiw/hf-posts
... | {
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All models with Apache 2.0 license here https://huggingface.co/collections/microsoft/llm2clip-672323a266173cfa40b32d4c
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"label": ... | 🎙️ Listen to the audio "Podcast" of every single Hugging Face Daily Papers.
Now, "AI Paper Reviewer" project can automatically generates audio podcasts on any papers published on arXiv, and this is integrated into the GitHub Action pipeline. I sounds pretty similar to hashtag#NotebookLM in my opinion.
🎙️ Try out yo... | {
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The :heart: is winning on the Hub! | {
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"type": "new_line"... | ⚠️ People selling AI chatbots for websites hate us.
Add an open source chat assistant on your website in 5 minutes: https://github.com/phospho-app/ai-chat-bubble
How does it work ?
- You give an URL
- The AI assistant crawls the website content and embed it
- Add it to your frontend in one line of code
- People on yo... | {
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you can do that by converting your local image to base64 and sending it to the API.
recently I made some changes to my library "loadimg" that allows you to make converting images to base64 a breeze.
🔗 ht... | {
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1. Web Search with LLM summarization and follow-up capabilities
2. LLM chat interfaces with Web Search integration
3. Agent-driven research tools using LLM + Web Search
... | {
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This dataset facilitates the search for compatible architectures for model merging with @arcee_ai’s mergekit, streamlining the automation of high-performance merge searches 📖
Dataset : https://huggingface.co/datasets/louisbrulenaudet/mergekit-configs | {
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"value... | ✍️ the last few weeks has been very intense!
🔴 I have been out all weekends
🔴 Participated in 4 hackathons in a row (2 more to come!)
🔴 Even threw a big hackathon myself!
Nonetheless, I am in school again 🏫, which meant... ✨homework✨
➡️ Head out to here https://x.com/_fracapuano/status/1856415612202799243 to re... | {
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Concepts like entropy, energy, and the second law of thermodynamics are not intrinsic to physical matter but are emergent properties of any sufficiently complex system where probabilistic decision-making, optimization, and information flow occur. These principles arise naturally in artificial environmen... | {
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... | 🚀 llava-calm2-siglip
CyberAgent Inc. has announced the public release of "llava-calm2-siglip," a 7.5 billion parameter Vision Language Model (VLM) for Japanese, available for commercial use. This model, trained primarily on a high-quality Japanese dataset, is accessible on Hugging Face Hub under an Apache-2.0 license... | {
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"value": null,... | 🔍 Remember Tensorboard graph visualizer?
🚀 @Google just released Model Explorer, a Tensorboard graph visualizer on steroids 💪.
🛠️ Model Explorer is a graph visualization tool designed to improve understanding, debugging, and optimizing machine learning (ML) models, especially large ones.
🎯 It addresses challeng... | {
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Microsoft: The best I can do is Copilot+. You need a special Qualcomm chip and Windows 11 24H2. Today I can give you only Recall, taking screenshots and running a visual model to write context about what you are doi... | {
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"href": ... | @CHANEFO suite à votre post.
Je peux essayer peut-être de vous guider ?
« Si je souhaite paramétrer un assistant orienté vers un sujet spécifique concernant l'application du droit du travail dans mon entreprise, comment procéder ?
Le but de faire référence à un ensemble de document en lien avec des accords collecti... | {
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Samba is a powerful hybrid model with an unlimited context length, combining Mamba, MLP, Sliding Window Attention, and MLP stacking. Samba largest version, Samba-3.8B, trained on 3.2 trillion tokens, excels in benchmarks like MMLU, GSM8K, and HumanEval, and shines in long-context tasks with min... | {
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... | Tools Ready!
Thanks to ChemCrow's great work, ChemLLM supports proficiency toolkits Now, Include,
Molecule Name Retrivel
Molecule Property Query
Patent Check
Molecule Safety Query
Try it on chemllm.org | {
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https://githu... | {
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We’re embracing a larger mission, becoming part of a brilliant and kind team and a shared vision about the future of AI.
Over the past year, we’ve been collaborating with Hugging Face ... | {
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"href": nu... | Automatically generate docstrings for your code using LLMs. We just released a new patchflow that can generate docstrings - https://github.com/patched-codes/patchwork/tree/main/patchwork/patchflows/GenerateDocstring
Here is an example PR that does it - https://github.com/codelion/example-java-maven/pull/4
You can ch... | {
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Both are looking to lock developers behind local API to the SLM infer... | {
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"href": nu... | Luma AI has just launched Dream Machine, a Sora and Kling AI-like tool that generates videos from simple text and images. 🎥
Dream Machine is out of beta and offers a free tier to test it out.
I tried this extremely simple prompt with the pic below and thought the capture of my prompt into a drone camera-like video wa... | {
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"resource": ... | Hello everyone,
I am pleased to announce that I have founded the University of Glasgow organization on Huggingface. If you are affiliated with the University of Glasgow or have a relative who is, you can log in through the relevant link.
https://huggingface.co/UniversityofGlasgow
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... | There are 2.2 billion active @Apple devices 🍏 and all of them just got smarter thanks to Apple Intelligence (AI) 🧠
Well, almost all devices... 🤔
Your device needs:
- A17 Pro chip or later if it's an iPhone 📱,
- M1 chip or later if iPad 📱,
- M1 chip or later if Mac 💻.
All this aside, this is probably the larges... | {
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... | Stable Diffusion 3: Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Demo(Zero A100): https://huggingface.co/spaces/kadirnar/Stable-Diffusion-3
Paper: https://arxiv.org/pdf/2403.03206
Model Page: https://huggingface.co/stabilityai/stable-diffusion-3-medium
Thanks ❤️ @dn6 @sayakpaul | {
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"... | New Appearance from Ollama Open WebUI!
And Also web search, Realtime talking and File RAG!
https://chemllm.org/
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... | 🤗 I trained what is probably the smallest (600k ~) TinyStories model! It really can write grammatically correct stories!
https://huggingface.co/raincandy-u/TinyStories-656K
Try this space based on this minuscule model!
https://huggingface.co/spaces/raincandy-u/Story-Teller
Edit: Moreover, the model weight size is ... | {
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Chat with PDF in 10 lines of code:
```
# pip install beyondllm
# pip install llama-index-embeddings-fastembed
from beyondllm import source,retrieve,embeddings,llms,generator
import os
from getpass import getpass
os.environ['HUGGINGFACE_ACCESS_TOKEN'] = getpass("E... | {
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One key challenge with running llms on device is a balance between compute, performance and model size. Apple Intelligence solves this using small/specialized chunks (Adapters) of the on-device foundation model when needed.
For compute, they engi... | {
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By leveraging extensive OCR pretraining with grounding ability, we unlock the potential of parsing-free methods for GUIAgent.
📄 Paper: (https://huggingface.co/papers/2406.11317)
🌐 Github Repo: (https://github.com/yiye3/GUICourse)
📖 Dataset: (https://huggingface.co/datasets/yiye2023/GUIAct... | {
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Check the model page to try it on your own prompts: https://huggingface.co/alvdansen/BandW-Manga
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"... | Who said you couldn't build a big business based on open-source AI? Congrats Mistral team: https://huggingface.co/mistralai | {
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A repository with notebooks on shrinking, optimizing, speeding-up, customizing large vision models! https://github.com/merveenoyan/smol-vision
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... | Fast Tachyon SDXL Demo:
Demo(Zero A100): https://huggingface.co/spaces/kadirnar/BlackHole-Lightning
Model Page: https://civitai.com/models/414108/black-hole | {
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"value": "😀😲😐😡 New Research Alert - CVPRW 2024 (Facial Expressions Recognition Collection)! 😡😥🥴😱",
"raw": "😀😲😐😡 New Research Alert - CVPRW 2024 (Facial Expressions Recognition Collection)! 😡😥🥴😱",
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"code": null,... | 😀😲😐😡 New Research Alert - CVPRW 2024 (Facial Expressions Recognition Collection)! 😡😥🥴😱
📄 Title: Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion 🔝
📝 Description: AVCER is a novel audio-visual method for compound expression recognition based on pair-wise sum o... | {
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Learn more here: https://github.com/yandex/YaFSDP
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I'm excited to share my latest project that combines my passion for deep learning and racing cars. I recently created a simple method to predict Formula 1 lap times using machine learning . This is the first solution of its kind in the open-source community, and I'm thrilled to present it... | {
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💬 I'm thrilled to introduce you: https://huggingface.co/spaces/as-cle-bert/chat-with-em, the Space that lets you build a customizable chat model by specifying system instructions, temperature... | {
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"r... | Researchers at Carnegie Mellon University have introduced Sotopia, a platform designed to evaluate and enhance AI’s social capabilities. Sotopia focuses on assessing AI’s performance in goal-oriented social interactions, like collaboration, negotiation, and competition.
🔍 Key Findings:
Performance Evaluation: The pl... | {
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Language models are aligned to emulate the collective voice of many, resulting in outputs that align with no one in particular. 🗣️🌍
DITTO from Stanford University proposes that LLMs can be tuned with less than 10 samples! 🤯
What's DITTO? Demonst... | {
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The model runs locally, meaning no data leaves your device! 😍
Check it out! 👇
- Demo: https://huggingface.co/spaces/Xenova/whisper-web... | {
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... | Upgraded our Image generation application with new Gradio infrastructure: https://huggingface.co/spaces/sourceoftruthdata/sot_autotrain_dreambooth_v1.1
🙂 | {
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"h... | 🔔 Release: small-text v1.4.0
The new version provides a small-text-compatible implementation for the recent AnchorAL strategy by @pietrolesci.
Github: https://github.com/webis-de/small-text
Paper: https://aclanthology.org/2023.eacl-demo.11/
AnchorAL: https://huggingface.co/papers/2404.05623 | {
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