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"value": "How to Extract LoRA from FLUX Fine Tuning / DreamBooth Training Full Tutorial and Comparison Between Fine Tuning vs Extraction vs LoRA Training",
"raw": "How to Extract LoRA from FLUX Fine Tuning / DreamBooth Training Full Tutorial and Comparison Between Fine Tuning vs Extrac... | How to Extract LoRA from FLUX Fine Tuning / DreamBooth Training Full Tutorial and Comparison Between Fine Tuning vs Extraction vs LoRA Training
Full article is here public post : https://www.patreon.com/posts/112335162
This was short on length so check out the full article - public post
Conclusions as below
Conclus... | {
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"value": "🎓Introducing чатгпт-в-россии.рф (meaning in English would be something like chatgpt-in-russia[.]rf) Q&A Dataset - ",
"raw": "🎓Introducing чатгпт-в-россии.рф (meaning in English would be something like chatgpt-in-russia[.]rf) Q&A Dataset - ",
"href": null,
"resourc... | 🎓Introducing чатгпт-в-россии.рф (meaning in English would be something like chatgpt-in-russia[.]rf) Q&A Dataset - https://huggingface.co/datasets/nyuuzyou/chatgpt-in-russia-qa
Dataset highlights:
- 628,186 question-answer pairs from чатгпт-в-россии.рф, a Russian question-answering website
- Monolingual content in Ru... | {
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"raw": "I am experimenting with the Flux-Realism and Flux-Anime LoRA models, ... | I am experimenting with the Flux-Realism and Flux-Anime LoRA models, using the Flux.1-dev & schnell models as the base. The desired results improve significantly as the image lengths increase. 🎈
The demo for the respective trials is :\
- https://huggingface.co/spaces/prithivMLmods/FLUX-REALISM
- https://huggingf... | {
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"raw": "🚀 Exciting News! 🚀",
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"r... | 🚀 Exciting News! 🚀
We've just released 𝚑𝚞𝚐𝚐𝚒𝚗𝚐𝚏𝚊𝚌𝚎_𝚑𝚞𝚋 v0.25.0 and it's packed with powerful new features and improvements!
✨ 𝗧𝗼𝗽 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀:
• 📁 𝗨𝗽𝗹𝗼𝗮𝗱 𝗹𝗮𝗿𝗴𝗲 𝗳𝗼𝗹𝗱𝗲𝗿𝘀 with ease using `huggingface-cli upload-large-folder`. Designed for your massive models and datasets. ... | {
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996930134210239 | [
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"value": "📢 2024 CVPR Videos Are Now Available! 🎥",
"raw": "📢 2024 CVPR Videos Are Now Available! 🎥",
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"value": null,... | 📢 2024 CVPR Videos Are Now Available! 🎥
CVPR conference keynotes, panels, posters, workshops, and other content are now available.
⬇️
https://cvpr.thecvf.com/Conferences/2024/Videos | {
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... | My way of understanding of AI:
Artificial Intelligence is a concept developed by human intelligence, where systems are designed to simulate human-like thinking, analysis, understanding, and creation, often performing tasks faster and more efficiently than humans.
Add your thoughts... | {
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}... | 2024-09-18T05:32:51.000Z | 2024-09-24T07:49:41.235Z | [] | /posts/udaykc/554785279868614 | 2,135 | 1 |
295855673049683 | [
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"value": "💬 Chat as a way to query SQL! The Airtrain AI team is happy to share a new Hugging Face Space that lets you interact with Hugging Face Hub datasets using a natural language chatbot. 🤗",
"raw": "💬 Chat as a way to query SQL! The Airtrain AI team is happy to share a new Hugg... | 💬 Chat as a way to query SQL! The Airtrain AI team is happy to share a new Hugging Face Space that lets you interact with Hugging Face Hub datasets using a natural language chatbot. 🤗
Start Exploring 👉 https://huggingface.co/spaces/airtrain-ai/hf-dataset-chat-to-sql
This Space is forked from https://huggingface.co... | {
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988209320740155 | [
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"raw": "🙋🏻♂️Hey there folks, ",
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"href": null... | 🙋🏻♂️Hey there folks,
Nvidia just released a small 4B Nemotron-mini model , and it works surprisingly well !
you can check it out here :
base : https://huggingface.co/nvidia/Minitron-4B-Base
instruct : https://huggingface.co/nvidia/Nemotron-Mini-4B-Instruct
demo : https://huggingface.co/spaces/Tonic/Nemotron-Mini... | {
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199748534930392 | [
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"raw": "i need someone who is well versed with 3rd party api building to work on something on my trading software ",
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"url":... | i need someone who is well versed with 3rd party api building to work on something on my trading software
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... | OpenAI's latest model, "o1", has demonstrated remarkable performance on the Norway Mensa IQ test, scoring an estimated IQ of 120.
Everyone should think before answering!
Key findings:
• o1 correctly answered 25 out of 35 IQ questions, surpassing average human performance
• The model excelled at pattern recognition a... | {
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"href"... | Announce 🎉 WebApp1K-Duo 🎉
https://huggingface.co/datasets/onekq-ai/WebApp1K-Duo-React
This is to keep up the challenge after OpenAI o1 models saturated the WebApp1K benchmark. The new benchmark brings SOTA to 67%. Let the hill climbing commence!
https://huggingface.co/spaces/onekq-ai/WebApp1K-models-leaderboard
PS:... | {
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Bonjour Vincent,
pouvez-vous valider l'ouverture d'un compte pro me concernant afin de pouvoir accéder à Spinoza ? Mon identifiant est AREAZ-8.
Bien à vous | {
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"... | 🎵 Introducing Tamago Music Dataset - https://huggingface.co/datasets/nyuuzyou/tamago
A collection of 1,567 music tracks featuring:
- Complete metadata with audio files and cover artwork
- Rich track information including titles, descriptions, and genres
- User engagement metrics like play counts and reactions
- Engl... | {
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"value": "🏄♂️While browsing new models, I stumbled upon Lumiere from aixonlab. After testing it, I feel it has considerable potential. Keep up the good work!",
"raw": "🏄♂️While browsing new models, I stumbled upon Lumiere from aixonlab. After testing it, I feel it has considerable ... | 🏄♂️While browsing new models, I stumbled upon Lumiere from aixonlab. After testing it, I feel it has considerable potential. Keep up the good work!
Lumiere Alpha is a model focusing on improving realism without compromising prompt coherency or changing the composition completely from the original Flux.1-Dev model.
... | {
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"raw"... | 🍅 Glif App's Remixes feature allows you to slap a logo onto anything, seamlessly integrating the input image (logo) into various contexts. The result is stunning remixes that blend the input logo with generated images (img2img logo mapping) for incredible outcomes.
Check out Any Logo Anywhere remixes on Glif: [Glif... | {
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"label": ... | 🔍 Meta teams use a fine-tuned Llama model to fix production issues in seconds
One of Meta's engineering teams shared how they use a fine-tuned small Llama (Llama-2-7B, so not even a very recent model) to identify the root cause of production issues with 42% accuracy.
🤔 42%, is that not too low?
➡️ Usually, whenever... | {
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"resource"... | 🇯🇵 The Open Japanese LLM Leaderboard created by LLM-jp 🌸 in partnership with HuggingFace 🤗 was released today!
Blog: https://huggingface.co/blog/leaderboard-japanese
Space: https://huggingface.co/spaces/llm-jp/open-japanese-llm-leaderboard
🌍 The leaderboard is available in both Japanese and English
📚 Based on... | {
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... | Great to see Tatta Bio release an embeddings version of their DNA/protein language model 🧬: https://huggingface.co/tattabio/gLM2_650M_embed | {
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"value": "Sorry judge, my lawyer hallucinated? 😂 If you get an AI lawyer, you would want it to be hallucination-free!",
"raw": "Sorry judge, my lawyer hallucinated? 😂 If you get an AI lawyer, you would want it to be hallucination-free!",
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"u... | Sorry judge, my lawyer hallucinated? 😂 If you get an AI lawyer, you would want it to be hallucination-free!
New @Stanford-@Yale research reveals surprising findings about leading AI legal research tools. Here's what you need to know:
>> Key Findings
The study tested LexisNexis (Lexis+ AI), Thomson Reuters (Westlaw A... | {
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https://www.aimodels.fyi/papers/arxiv/that-chip-has-sailed-critique-unfounded-skepticism
* Research paper critiques skepticism around AI for chip design
* Addresses reproduction errors in previous work by Cheng et al.
* Defends effecti... | {
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"raw": "My new favorite bookmark: AnyChat. The ultimate AI Swiss Army knife that lets you switch between ChatGPT, G... | My new favorite bookmark: AnyChat. The ultimate AI Swiss Army knife that lets you switch between ChatGPT, Gemini, Claude, LLaMA, Grok & more—all in one place!
Really cool work by @akhaliq
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Hugging Face's Parler TTS mini can now speak French! 🇫🇷🎉
You can try it here: https://huggingface.co/spaces/PHBJT/french_parler_tts
Key highlights:
Transform the English TTS model to speak French 🇬🇧➡️🇫🇷
Fully open source (code, weights, and datasets) 🛠️
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"raw": "𝗔𝗿𝗲 𝗔𝗴𝗲𝗻𝘁𝘀 𝗰𝗮𝗽𝗮𝗯𝗹𝗲 𝗲𝗻𝗼𝘂𝗴𝗵 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲? ⇒ 𝗠𝗲𝗮𝘀𝘂𝗿𝗲 𝘁𝗵𝗲𝗶𝗿 ... | 𝗔𝗿𝗲 𝗔𝗴𝗲𝗻𝘁𝘀 𝗰𝗮𝗽𝗮𝗯𝗹𝗲 𝗲𝗻𝗼𝘂𝗴𝗵 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲? ⇒ 𝗠𝗲𝗮𝘀𝘂𝗿𝗲 𝘁𝗵𝗲𝗶𝗿 𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝘄𝗶𝘁𝗵 𝗗𝗦𝗕𝗲𝗻𝗰𝗵 📊
A team from Tencent AI wanted to evaluate agentic systems on data science (DS) tasks : but they noticed that existing agentic benchmarks were severely limited in... | {
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... | Just released: our newest version of Shining Valiant, powered by an all-new science-instruct dataset!
The model: https://huggingface.co/ValiantLabs/Llama3.1-8B-ShiningValiant2
The dataset: https://huggingface.co/datasets/sequelbox/Celestia
tell your friends! for everyone to use.
(more releases coming later this week... | {
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🌊 Workflow
- Write down your custom GenAI usecase
- Automatically generate system prompts
- Create sample datasets for quick iteration
- Produce full-scale datasets with customizable parameters
- Push generate... | {
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... | Full Fine Tuning of FLUX yields way better results than LoRA training as expected, overfitting and bleeding reduced a lot
Configs and Full Experiments
Full configs and grid files shared here : https://www.patreon.com/posts/kohya-flux-fine-112099700
Details
I am still rigorously testing different hyperparameters and c... | {
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"href": null... | 🙋🏻♂️Hey there folks ,
@ucaslcl released a new OCR model , that's👏🏻👏🏻 fantastic : https://huggingface.co/ucaslcl/GOT-OCR2_0
GPU : https://huggingface.co/spaces/Tonic/GOT-OCR
Gradio Demo (Image Edit) : https://huggingface.co/spaces/Tonic1/ImageEdit-GOT-OCR
Model : https://huggingface.co/ucaslcl/GOT-OCR2_0
Offic... | {
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... | Have you tried the new SQL Console yet?
Would love to know any queries you've tried or general feedback! If you haven't go try it out and let us know 🤗
If you have some interesting queries feel free to share the URLs as well! | {
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... | 💾🧠How much VRAM will you need for training your AI model? 💾🧠
Check out this app where you convert:
Pytorch/tensorflow summary -> required VRAM
or
Parameter count -> required VRAM
Use it in: http://howmuchvram.com
And everything is open source! Ask for new functionalities or contribute in:
https://github.com/AlexB... | {
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https://huggingface.co/spaces/onekq-ai/WebApp1K-models-leaderboard
The inference of the official API is painfully slow though. I heard the team is short on GPUs (well, who isn't).
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GitHub: https://github.com/EzgiKorkmaz/adversarial-reinforcement-learning | {
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"ezgikorkmaz"... | 2024-09-15T14:48:49.000Z | 2024-09-15T14:48:49.605Z | [] | /posts/ezgikorkmaz/885982803573359 | 1,959 | 0 |
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"raw": ... | nanoGPT with Sigmoid Self-Attention
I couldn’t resist had to give it a try:)
Some observations on M2:
SSA was ~5-10% faster in training with similar final loss values, slightly less coherent text generation, marginally higher perplexity, and lower memory usage compared to softmax.
Code: https://github.com/Jaykef/ai-a... | {
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"raw": "Researchers from Tencent have developed DepthCrafter, a novel method for generating tem... | Researchers from Tencent have developed DepthCrafter, a novel method for generating temporally consistent long depth sequences for open-world videos using video diffusion models.
It leverages a pre-trained image-to-video diffusion model (SVD) as the foundation and uses a 3-stage training strategy on paired video-depth... | {
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Detailed Full Workflow
Medium article : https://medium.com/@furkangozukara/ultimate-flux-lora-training-tutorial-windows-and-cloud-deployment-abb72f21cbf8
Windows main tutorial : https://youtu.be/nySGu12Y05k
Cloud tutorial for GPU poor or scaling : https:... | {
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🏅(September 7 - September 14, 2024)
🏅 Medical AI Paper of the week
Chai-1 Foundation model molecular structure prediction
Medical LLMs & Benchmarks
- BrainWave: A Brain Signal Foundation Model
- DS-ViT: Vision Transformer for Alzheimer’s Diagnosis
- EyeCLIP: Vis... | {
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Like, *really* play it?
Mag Mell has been in my head recently. What a place that was.
Those cocoons looked like I could lay down inside of one, and it would be the most powerful sleep of a lifetime, with dreams that would last one thousand years, and I'd wake up wi... | {
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"value": "For all the Muslims out there who are interested in Quran and its tafsir (explanations). This humble dataset consists of 84 different books of tafsir for nearly all the ayat in the Quran:",
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https://huggingface.co/datasets/MohamedRashad/Quran-Tafseer
I hope it helps someone to build something nice and useful with it ^_^ | {
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... | Are the servers down or what ? Am i the only one experiencing this error :
```
HfHubHTTPError: 500 Server Error: Internal Server Error for url: https://huggingface.co/api/datasets/...../)
Internal Error - We're working hard to fix this as soon as possible!
``` | {
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... | If you're passionate about the latest in AI, self-driving technology, and humanoid robotics, you need to catch this episode featuring Andrej Karpathy, he discusses OpenAI, Tesla, and education. It's 44 minutes, but you might have to slow it down based on how fast he speaks!
Key Insights:
1. Self-Driving Cars as a Bri... | {
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498368935496409 | [
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"url": nul... | I am experimenting with Flux and trying to push it to its limits without training (as I am GPU-poor 😅).
I found some flaws in the pipelines, which I resolved, and now I am able to generate an approx similar quality image as Flux Schnell 4 steps in just 1 step.
Demo Link:
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"raw": "Fast inference is no longer a nice-to-have demo; it will be the driving force behind future fron... | Fast inference is no longer a nice-to-have demo; it will be the driving force behind future frontier models. Time to switch over to custom AI hardware and short Nvidia.
Try out SambaNova's lightning fast API for free at https://sambanova.ai/fast-api?api_ref=444868 | {
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I just got the pass@1 result of GPT 🍓o1-preview🍓 : 0.95!!!
This means my benchmark is cast into oblivion, I need to up the ante. I am all ears to suggestions. https://huggingface.co/spaces/onekq-ai/WebApp1K-models-leaderboard | {
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"href": null... | I made Multi-agent Software Team Gradio space using transformers agents based on the multiagent_web_assistant cookbook by @m-ric
https://huggingface.co/spaces/Csplk/SoftwareTeam
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Repository: https://github.com/AntonioTepsich/Convolutional-KANs
After publishing the Convolutional Kolmogorov-Arnold Networks, we were mentioned by the IEEE Spectrum, congratulated by the universities of Stanford, NorthWestern, Cornell, among others. Surpas... | {
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"resource"... | Hello everybody,
We've rolled out a major update to ZeroGPU! All the Spaces are now running on it.
Major improvements:
1. GPU cold starts about twice as fast!
2. RAM usage reduced by two-thirds, allowing more effective resource usage, meaning more GPUs for the community!
3. ZeroGPU initializations (coldstarts) can n... | {
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"value": "The breakthrough in OpenAI’s release goes way beyond just another family of capable models - it’s a monumental leap in LLM reasoning capabilities. One in which the limitations in pre-training become obsolete and the dream of scaling during inference becomes a reality.",
"raw"... | The breakthrough in OpenAI’s release goes way beyond just another family of capable models - it’s a monumental leap in LLM reasoning capabilities. One in which the limitations in pre-training become obsolete and the dream of scaling during inference becomes a reality.
Once again reinforcement learning (when rightly do... | {
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Try the Space here: https://huggingface.co/spaces/blanchon/room_cleaner | {
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https://arxiv.org/abs/2408.14774
In particular, the observ... | {
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Please try our model (Colab Quickstart available) and let us know what you think:
https://huggingface.co/iiiorg/piiranha-v1-detect-personal-i... | {
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"value": null,... | Jailbroke o1 and got the reasoning steps:
the trick was... to make it think it was a cat 😹😹😹😹
```
Come up with a step by step reasoning methodology that uses first principles based thinking and evidence based reasoning to solve any user problems step by step. Design is as a giant for any llm to be able to use. Ma... | {
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"value":... | 1 hour of OpenAi o1, here are my thoughts...
Here are my few observations:
- Slower response times: o1 can take over 10+ seconds to answer some questions, as it spends more time "thinking" through problems. In my case, it took over 50 seconds.
- Less likely to admit ignorance: The models are reported to be less like... | {
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"raw": "📢 The Three-hop (💡aspect + 🤔opinion + 🧠reason) Chain-of-Thought concept + LLM represent a... | 📢 The Three-hop (💡aspect + 🤔opinion + 🧠reason) Chain-of-Thought concept + LLM represent a decent concept for reasoning emotions of participants in textual dialogues.
Delighted to share the tutorial video which make you aware of:
✅ The proper application of LLM towards implicit IR
✅ Ways for aligning different inf... | {
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"value": "I believe Hugging Face should have something similar to Hacktoberfest. I miss the days when there were events like this every 3 months for audio, deep reinforcement learning, gradio themes, but it turns out everything slowed down. There are no more Hugging Face events.",
"raw... | I believe Hugging Face should have something similar to Hacktoberfest. I miss the days when there were events like this every 3 months for audio, deep reinforcement learning, gradio themes, but it turns out everything slowed down. There are no more Hugging Face events.
@victor | {
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"value": "𝐎𝐩𝐞𝐧𝐀𝐈 𝐟𝐢𝐧𝐚𝐥𝐥𝐲 𝐫𝐞𝐯𝐞𝐚𝐥𝐬 “🍓”: 𝐜𝐫𝐚𝐳𝐲 𝐜𝐡𝐚𝐢𝐧-𝐨𝐟-𝐭𝐡𝐨𝐮𝐠𝐡𝐭-𝐭𝐮𝐧𝐞𝐝 𝐦𝐨𝐝𝐞𝐥 >> 𝐆𝐏𝐓-𝟒𝐨 💥",
"raw": "𝐎𝐩𝐞𝐧𝐀𝐈 𝐟𝐢𝐧𝐚𝐥𝐥𝐲 𝐫𝐞𝐯𝐞𝐚𝐥𝐬 “🍓”: 𝐜𝐫𝐚𝐳𝐲 𝐜𝐡𝐚𝐢𝐧-𝐨𝐟-𝐭𝐡𝐨𝐮𝐠𝐡𝐭-𝐭𝐮𝐧𝐞𝐝 𝐦𝐨𝐝𝐞𝐥 >> 𝐆𝐏𝐓-𝟒𝐨 💥",
... | 𝐎𝐩𝐞𝐧𝐀𝐈 𝐟𝐢𝐧𝐚𝐥𝐥𝐲 𝐫𝐞𝐯𝐞𝐚𝐥𝐬 “🍓”: 𝐜𝐫𝐚𝐳𝐲 𝐜𝐡𝐚𝐢𝐧-𝐨𝐟-𝐭𝐡𝐨𝐮𝐠𝐡𝐭-𝐭𝐮𝐧𝐞𝐝 𝐦𝐨𝐝𝐞𝐥 >> 𝐆𝐏𝐓-𝟒𝐨 💥
OpenAI had hinted at a mysterious “project strawberry” for a long time: 𝘁𝗵𝗲𝘆 𝗽𝘂𝗯𝗹𝗶𝘀𝗵𝗲𝗱 𝘁𝗵𝗶𝘀 𝗻𝗲𝘄 𝗺𝗼𝗱𝗲𝗹 𝗰𝗮𝗹𝗹𝗲𝗱 “𝗼𝟭” 𝟭𝗵𝗼𝘂𝗿 𝗮𝗴𝗼, 𝗮𝗻𝗱 𝘁𝗵𝗲 𝗽𝗲𝗿𝗳... | {
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"value": "I'm really out of ideas, so I wanted to ask you. What kind of dataset would you would like to see? What would be useful for your research?",
"raw": "I'm really out of ideas, so I wanted to ask you. What kind of dataset would you would like to see? What would be useful for you... | I'm really out of ideas, so I wanted to ask you. What kind of dataset would you would like to see? What would be useful for your research? | {
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783838802127147 | [
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... | Hugging face presents FineVideo 🎥! Unlocking the next generation of Video understanding 🚀
🤯3400 hours of annotated Creative Common videos with rich character descriptions, scene splits, mood, and content descriptions per scene as well as QA pairs.
🔥
@mfarre processed over 2M videos of Youtube-CC to make this i... | {
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"raw": "I am excited to announce a major speed updated in Voicee, a superfast voice assistant.",
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"user": nul... | I am excited to announce a major speed updated in Voicee, a superfast voice assistant.
It has now achieved latency <250 ms.
While its average latency is about 500ms.
https://huggingface.co/spaces/KingNish/Voicee
This become Possible due to newly launched @sambanovasystems cloud.
You can also use your own API Key to... | {
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"value": "𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗻𝗴 𝘆𝗼𝘂𝗿 𝗛𝗧𝗠𝗟 𝘄𝗲𝗯𝗽𝗮𝗴𝗲𝘀 𝘁𝗼 𝗺𝗮𝗿𝗸𝗱𝗼𝘄𝗻 𝗶𝘀 𝗻𝗼𝘄 𝗽𝗼𝘀𝘀𝗶𝗯𝗹𝗲 𝗲𝗻𝗱-𝘁𝗼-𝗲𝗻𝗱 𝘄𝗶𝘁𝗵 𝗮 𝘀𝗶𝗺𝗽𝗹𝗲 𝗟𝗟𝗠! 👏",
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Jina just released Reader-LM, that handles the whole pipeline of extracting markdown from HTML webpages.
A while ago, Jina had released a completely code-ba... | {
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533346525347807 | [
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"value": "🦀 Is your SQL a bit rusty? I just created theText To SQL Hub dataset explorer. To write SQL queries based on natural text input. Uses DuckDB, Llama 3.1 70B and the Hugging Face dataset-server API.",
"raw": "🦀 Is your SQL a bit rusty? I just created theText To SQL Hub datase... | 🦀 Is your SQL a bit rusty? I just created theText To SQL Hub dataset explorer. To write SQL queries based on natural text input. Uses DuckDB, Llama 3.1 70B and the Hugging Face dataset-server API.
https://huggingface.co/spaces/davidberenstein1957/text-to-sql-hub-datasets | {
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713658923013481 | [
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"raw": "𝗢𝗽𝗲𝗻 𝗟𝗟𝗠𝘀 𝗮𝗿𝗲 𝗼𝗻 𝗳𝗶𝗿𝗲 𝗿𝗶𝗴𝗵𝘁 𝗻𝗼𝘄! 🔥 𝗗𝗲𝗲𝗽𝗦𝗲𝗲𝗸-𝗩𝟮.𝟱 𝗮𝗻𝗱 𝗼𝘁𝗵𝗲𝗿 𝘁𝗼𝗽 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝘀",
"hre... | 𝗢𝗽𝗲𝗻 𝗟𝗟𝗠𝘀 𝗮𝗿𝗲 𝗼𝗻 𝗳𝗶𝗿𝗲 𝗿𝗶𝗴𝗵𝘁 𝗻𝗼𝘄! 🔥 𝗗𝗲𝗲𝗽𝗦𝗲𝗲𝗸-𝗩𝟮.𝟱 𝗮𝗻𝗱 𝗼𝘁𝗵𝗲𝗿 𝘁𝗼𝗽 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝘀
Mistral AI just released Pixtral-12B, a vision models that seems to perform extremely well! From Mistral’s own benchmark, it beats the great Qwen2-7B and Llava-OV.
🤔 But Mistral’s benchmark... | {
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514779640393590 | [
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... | 🚨 Cool tool alert! 🚨
Finally tried Kotaemon, an open-source RAG tool for document chat!
With local models, it's free and private. Perfect for journalists and researchers.
I put Kotaemon to the test with EPA's Greenhouse Gas Inventory. Accurately answered questions on CO2 percentage in 2022 emissions and compared... | {
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"lan... | Please check the Open Source AI Network: we mapped the top 500 HF users
based on their followers' profiles.
The map can be found here: https://huggingface.co/spaces/bunkalab/mapping_the_OS_community
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"raw": "🚀 S... | 🚀 Sentence Transformers v3.1 is out! Featuring a hard negatives mining utility to get better models out of your data, a new strong loss function, training with streaming datasets, custom modules, bug fixes, small additions and docs changes. Here's the details:
⛏ Hard Negatives Mining Utility: Hard negatives are texts... | {
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"value": "𝗔𝗿𝗰𝗲𝗲 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝘀 𝗦𝘂𝗽𝗲𝗿𝗡𝗼𝘃𝗮, 𝗯𝗲𝘁𝘁𝗲𝗿 𝗳𝗶𝗻𝗲-𝘁𝘂𝗻𝗲 𝗼𝗳 𝗟𝗹𝗮𝗺𝗮-𝟯.𝟭-𝟳𝟬𝗕!",
"raw": "𝗔𝗿𝗰𝗲𝗲 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝘀 𝗦𝘂𝗽𝗲𝗿𝗡𝗼𝘃𝗮, 𝗯𝗲𝘁𝘁𝗲𝗿 𝗳𝗶𝗻𝗲-𝘁𝘂𝗻𝗲 𝗼𝗳 𝗟𝗹𝗮𝗺𝗮-𝟯.𝟭-𝟳𝟬𝗕!",
"href": null,
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"u... | 𝗔𝗿𝗰𝗲𝗲 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝘀 𝗦𝘂𝗽𝗲𝗿𝗡𝗼𝘃𝗮, 𝗯𝗲𝘁𝘁𝗲𝗿 𝗳𝗶𝗻𝗲-𝘁𝘂𝗻𝗲 𝗼𝗳 𝗟𝗹𝗮𝗺𝗮-𝟯.𝟭-𝟳𝟬𝗕!
2️⃣ versions: 70B and 8B
🧠 Trained by distilling logits from Llama-3.1-405B
🐥 Used a clever compression method to reduce dataset weight from 2.9 Petabytes down to 50GB (may share it in a paper)
⚙️ Not all be... | {
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"lan... | What if we asked the AI what it thought of our hugging face profile? 👹
I've released a new space capable of doing it.... watch out, it hits hard! 🥊
Try it now ➡️ https://huggingface.co/spaces/enzostvs/hugger-roaster
Share your roast below 👇 | {
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... | /posts/enzostvs/180729012509895 | 2,485 | 6 |
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"href": ... | 🙋🏻♂️ hey there folks ,
made an image similarity demo to test out the https://huggingface.co/mistral-community/pixtral-12b-240910 model .
If anyone knows how to generate captions with it , please do let me know x 🚀
here's the demo : https://huggingface.co/spaces/Tonic/Pixtral
hope you like it 🤗 | {
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924301220136424 | [
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"raw": "Free research tip: ",
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"res... | Free research tip:
Get used to writing the first draft of your paper in markdown using vscode’s jupyter notebook extension - it lets you do quick sanity checks with code and maths - an absolute AAA experience:) | {
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... | 🚀 Let’s transform LLMs into encoders 🚀
Auto-regressive LMs have ruled, but encoder-based architectures like GLiNER are proving to be just as powerful for information extraction while offering better efficiency and interpretability. 🔍✨
Past encoder backbones were limited by small pre-training datasets and old techn... | {
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"type": "text",
"value": "> 𝗪𝗮𝗻𝘁 𝘁𝗼 𝗸𝗻𝗼𝘄 𝗵𝗼𝘄 𝗺𝘂𝗰𝗵 𝗮𝗻 𝗔𝗣𝗜 𝗟𝗟𝗠 𝗰𝗮𝗹𝗹 𝗰𝗼𝘀𝘁𝘀 𝘆𝗼𝘂?",
"raw": "> 𝗪𝗮𝗻𝘁 𝘁𝗼 𝗸𝗻𝗼𝘄 𝗵𝗼𝘄 𝗺𝘂𝗰𝗵 𝗮𝗻 𝗔𝗣𝗜 𝗟𝗟𝗠 𝗰𝗮𝗹𝗹 𝗰𝗼𝘀𝘁𝘀 𝘆𝗼𝘂?",
"href": null,
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"user": n... | > 𝗪𝗮𝗻𝘁 𝘁𝗼 𝗸𝗻𝗼𝘄 𝗵𝗼𝘄 𝗺𝘂𝗰𝗵 𝗮𝗻 𝗔𝗣𝗜 𝗟𝗟𝗠 𝗰𝗮𝗹𝗹 𝗰𝗼𝘀𝘁𝘀 𝘆𝗼𝘂?
I've just made this Space that gets you the API price for any LLM call, for nearly all inference providers out there!
This is based on a comment by @victor under my HF Post a few months back, and leverages BerriAI's data for LLM p... | {
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}... | Distilabel and synthetic data community interviews - the outcomes
We've been doing some interview with community members to understand the needs surrounding synthetic data. Many thanks to the participants. Note that, given they interviewees were sourced from our community, so the results will likely represent that.
T... | {
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... | 2024-09-11T09:03:05.000Z | 2024-09-11T09:03:12.718Z | [] | /posts/davidberenstein1957/482164923573696 | 1,342 | 0 |
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"t... | 🌐 Subdomain Dataset Update: August 2024 Data Now Available
I have updated the https://huggingface.co/datasets/nyuuzyou/subdomains dataset with fresh data for August 2024. This addition further expands this largest collection of subdomain statistics currently available, providing researchers and analysts with even mor... | {
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"raw": "The Romulus model series has been released on Hugging Face, continually p... | The Romulus model series has been released on Hugging Face, continually pre-trained on 34,864,949 tokens of French laws and intended to serve as a foundation for fine-tuning on labeled data 🤗
The training code, dataset and model weights are open and available free on HF and the training was based on H100 provided by ... | {
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"value": "Reflection-Llama-3.1-70B burst onto the scene, surprising everyone! It claimed to outperform others with its novel Reflection-Tuning technique, promising not just to match but to surpass the likes of Claude 3.5 and GPT-4o, leveraging its 70 billion parameters to redefine what ope... | Reflection-Llama-3.1-70B burst onto the scene, surprising everyone! It claimed to outperform others with its novel Reflection-Tuning technique, promising not just to match but to surpass the likes of Claude 3.5 and GPT-4o, leveraging its 70 billion parameters to redefine what open-source could achieve.
And now, everyt... | {
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"value": "ChatGPT does better at math if you prompt it to think like Captain Picard from Star Trek. Scientifically proven fact lol. This got me to thinking, LLM models probably 'think' about the world in weird ways. Far different ways than we would. This got me down a rabbit hole of thinki... | ChatGPT does better at math if you prompt it to think like Captain Picard from Star Trek. Scientifically proven fact lol. This got me to thinking, LLM models probably 'think' about the world in weird ways. Far different ways than we would. This got me down a rabbit hole of thinking about different concepts but for LLM ... | {
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"Lero... | 2024-09-11T03:29:39.000Z | 2024-09-11T03:29:39.517Z | [] | /posts/TuringsSolutions/460173926993633 | 1,442 | 0 |
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"value": "Almost ready: search for a Hugging Face dataset on the Hub from information in the datasets viewer preview! ",
"raw": "Almost ready: search for a Hugging Face dataset on the Hub from information in the datasets viewer preview! ",
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"u... | Almost ready: search for a Hugging Face dataset on the Hub from information in the datasets viewer preview!
Soon, you can find deep-cut datasets even if they don't have a full dataset card (you should still document your datasets!)
You can help improve this project by rating synthetic user search queries for hub dat... | {
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"raw": "A lot of coverage of the Apple event! I’ve selected a few unique angles and distinctive takes.",
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**The NYT**
- "The iPhone’s limited feature set is emblematic of how Apple is taking a cautious approach to generative A.I."
- "Wall Street is enthusiastic about the artificially intelligent phones, with analysts predicting ... | {
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Hi all, so I am a complete beginner in coding, however, with the help of Claude (similar to Matt :P) and GPT 4o have been able to develop this RAG PDF summarizer/Q&A plus a web search tool.
The application is specifically built for summarization task including summarizing a financial do... | {
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... | appvoid/arco
arco consistently outperforms every sota model below 600m parameters on average
https://huggingface.co/appvoid/arco | {
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I've just read article "LLM inference at scale with TGI" by @martinigoyanes . It's really good content, a must-read if you want a good low-level intro to LLM inference with TGI!
My takeaways:
How does inference work?
🧠 Prefill: the input prompt is tokenized ... | {
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Dataset highlights:
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- 58,433 lesson plans available in original format
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... | NEW RELEASE!
- MOTH is a generalist chat model, using high quality synthetic data to improve general performance.
- Currently available for Llama 3.1 and Gemma 2, more models to follow in the future.
get the models:
https://huggingface.co/sequelbox/Llama3.1-8B-MOTH
https://huggingface.co/sequelbox/gemma-2-9B-MOTH
ge... | {
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... | Ultimate FLUX LoRA Training Tutorial: Windows and Cloud Deployment
I have done total 104 different LoRA trainings and compared each one of them to find the very best hyper parameters and the workflow for FLUX LoRA training by using Kohya GUI training script.
You can see all the done experiments’ checkpoint names and ... | {
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"val... | We can’t think in more than three dimensions.
But we have no problem doing math and writing computer programs in many dimensions. It just works.
I find that extremely crazy. | {
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Give it a try: https://huggingface.co/spaces/librarian-bots/huggingface-datasets-semantic-search
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"resource"... | Remember when @Google launched MediaPipe in an effort to create efficient on-device pipelines?
They've just unlocked the ability to run 7B+ parameter language models directly in your browser. This is a game-changer for on-device AI!
Yes, they are streaming 8.6 GB model files!
Currently, they have Gemma 2B/7B running... | {
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... | ⚖️ 𝐀𝐈 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐢𝐬 𝐂𝐨𝐩𝐲𝐫𝐢𝐠𝐡𝐭 𝐈𝐧𝐟𝐫𝐢𝐧𝐠𝐞𝐦𝐞𝐧𝐭
This bold claim is not my opinion, but it has been made in a recent "report" of a group, whose stance is recognizable in their name. It is roughly translated as "Authors' Rights Initiative". They published a report which was also presented befor... | {
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685157649823677 | [
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"raw": "The New York Times did a fun quiz to test your ability to detect whether a video is AI-generated or real. They pu... | The New York Times did a fun quiz to test your ability to detect whether a video is AI-generated or real. They put Runway, Kling, and Sora to the test.
I got 10/10 🤓 —how about you?
https://www.nytimes.com/interactive/2024/09/09/technology/ai-video-deepfake-runway-kling-quiz.html | {
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] | 2024-09-09T13:12:08.000Z | 2024-09-09T16:42:16.980Z | [
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... | /posts/fdaudens/685157649823677 | 1,160 | 3 |
432485695104636 | [
{
"type": "text",
"value": "Quick Gradio update and the app is back!!",
"raw": "Quick Gradio update and the app is back!!",
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{
"type": "new_line",
"value": null,... | Quick Gradio update and the app is back!!
https://huggingface.co/spaces/sourceoftruthdata/sot_autotrain_dreambooth_v1.1
Free image generation!
| {
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] | 2024-09-09T13:08:46.000Z | 2024-09-09T13:08:46.824Z | [] | /posts/sourceoftruthdata/432485695104636 | 400 | 0 |
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