curious how they "coax" the particles into existence?
Adam Molnar
lunarflu
AI & ML interests
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replied to
prithivMLmods's
post
2 days ago
reacted to
prithivMLmods's
post with ๐
2 days ago
Post
5669
It's really interesting about the deployment of a new state of matter in Majorana 1: the worldโs first quantum processor powered by topological qubits. If you missed this news this week, here are some links for you:
๐ ฑ๏ธTopological qubit arrays: https://arxiv.org/pdf/2502.12252
โ๏ธ Quantum Blog: https://azure.microsoft.com/en-us/blog/quantum/2025/02/19/microsoft-unveils-majorana-1-the-worlds-first-quantum-processor-powered-by-topological-qubits/
๐ Read the story: https://news.microsoft.com/source/features/innovation/microsofts-majorana-1-chip-carves-new-path-for-quantum-computing/
๐ Majorana 1 Intro: https://youtu.be/Q4xCR20Dh1E?si=Z51DbEYnZFp_88Xp
๐The Path to a Million Qubits: https://youtu.be/wSHmygPQukQ?si=TS80EhI62oWiMSHK
๐ ฑ๏ธTopological qubit arrays: https://arxiv.org/pdf/2502.12252
โ๏ธ Quantum Blog: https://azure.microsoft.com/en-us/blog/quantum/2025/02/19/microsoft-unveils-majorana-1-the-worlds-first-quantum-processor-powered-by-topological-qubits/
๐ Read the story: https://news.microsoft.com/source/features/innovation/microsofts-majorana-1-chip-carves-new-path-for-quantum-computing/
๐ Majorana 1 Intro: https://youtu.be/Q4xCR20Dh1E?si=Z51DbEYnZFp_88Xp
๐The Path to a Million Qubits: https://youtu.be/wSHmygPQukQ?si=TS80EhI62oWiMSHK
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- 3 replies
replied to
christopher's
post
29 days ago
I think it corresponds to the coordinates 0,0
Depending on how the locations are calculated maybe the NSEW lines are created by people arriving at 0,0 and then panning up, down, left, right, and maybe there is some minimum distance away from 0,0 a location needs to be in order to be valid
reacted to
nyuuzyou's
post with ๐ค
about 2 months ago
Post
1506
๐๏ธ I don't think the collections feature of Hugging Face is widely used, even though it's an excellent way to organize and discover interesting resources. To do my bit to change that, I've created two carefully curated collections that combine both my original work and other valuable datasets:
Educational Datasets
- Mostly English-Russian, but other languages are also included
- Extended by my new Begemot.ai dataset (2.7M+ Russian education records) nyuuzyou/begemot
Link: nyuuzyou/educational-datasets-677c268978ac1cec96cc3605
Anime & Art
- Extensive art-focused collection, including my new datasets:
- Buzzly.art (2K artworks) nyuuzyou/buzzlyart
- Paintberri (60K+ pieces) nyuuzyou/paintberri
- Itaku.ee (924K+ items) nyuuzyou/itaku
- Extended with other amazing datasets from the community
Link: nyuuzyou/anime-and-art-677ae996682a389fccd892c3
Collections should become a more common feature - hopefully this will encourage others to create and share their own curated collections. By organizing related datasets into these themed collections, I hope to make it easier for researchers and developers to discover and use these valuable resources.
Educational Datasets
- Mostly English-Russian, but other languages are also included
- Extended by my new Begemot.ai dataset (2.7M+ Russian education records) nyuuzyou/begemot
Link: nyuuzyou/educational-datasets-677c268978ac1cec96cc3605
Anime & Art
- Extensive art-focused collection, including my new datasets:
- Buzzly.art (2K artworks) nyuuzyou/buzzlyart
- Paintberri (60K+ pieces) nyuuzyou/paintberri
- Itaku.ee (924K+ items) nyuuzyou/itaku
- Extended with other amazing datasets from the community
Link: nyuuzyou/anime-and-art-677ae996682a389fccd892c3
Collections should become a more common feature - hopefully this will encourage others to create and share their own curated collections. By organizing related datasets into these themed collections, I hope to make it easier for researchers and developers to discover and use these valuable resources.
- 1 reply
reacted to
merve's
post with โค๏ธ
about 2 months ago
Post
3651
What a beginning to this year in open ML ๐ค
Let's unwrap! merve/jan-10-releases-677fe34177759de0edfc9714
Multimodal ๐ผ๏ธ
> ByteDance released SA2VA: a family of vision LMs that can take image, video, text and visual prompts
> moondream2 is out with new capabilities like outputting structured data and gaze detection!
> Dataset: Alibaba DAMO lab released multimodal textbook โ 22k hours worth of samples from instruction videos ๐คฏ
> Dataset: SciCap captioning on scientific documents benchmark dataset is released along with the challenge!
LLMs ๐ฌ
> Microsoft released Phi-4, sota open-source 14B language model ๐ฅ
> Dolphin is back with Dolphin 3.0 Llama 3.1 8B ๐ฌ๐ฌ
> Prime-RL released Eurus-2-7B-PRIME a new language model trained using PRIME alignment
> SmallThinker-3B is a new small reasoning LM based on Owen2.5-3B-Instruct ๐ญ
> Dataset: QWQ-LONGCOT-500K is the dataset used to train SmallThinker, generated using QwQ-32B-preview ๐
> Dataset: @cfahlgren1 released React Code Instructions: a dataset of code instruction-code pairs ๐
> Dataset: Qwen team is on the roll, they just released CodeElo, a dataset of code preferences ๐ฉ๐ปโ๐ป
Embeddings ๐
> @MoritzLaurer released zero-shot version of ModernBERT large ๐
> KaLM is a new family of performant multilingual embedding models with MIT license built using Qwen2-0.5B
Image/Video Generation โฏ๏ธ
> NVIDIA released Cosmos, a new family of diffusion/autoregressive World Foundation Models generating worlds from images, videos and texts ๐ฅ
> Adobe released TransPixar: a new text-to-video model that can generate assets with transparent backgrounds (a first!)
> Dataset: fal released cosmos-openvid-1m Cosmos-tokenized OpenVid-1M with samples from OpenVid-1M
Others
> Prior Labs released TabPFNv2, the best tabular transformer is out for classification and regression
> Metagene-1 is a new RNA language model that can be used for pathogen detection, zero-shot embedding and genome understanding
Let's unwrap! merve/jan-10-releases-677fe34177759de0edfc9714
Multimodal ๐ผ๏ธ
> ByteDance released SA2VA: a family of vision LMs that can take image, video, text and visual prompts
> moondream2 is out with new capabilities like outputting structured data and gaze detection!
> Dataset: Alibaba DAMO lab released multimodal textbook โ 22k hours worth of samples from instruction videos ๐คฏ
> Dataset: SciCap captioning on scientific documents benchmark dataset is released along with the challenge!
LLMs ๐ฌ
> Microsoft released Phi-4, sota open-source 14B language model ๐ฅ
> Dolphin is back with Dolphin 3.0 Llama 3.1 8B ๐ฌ๐ฌ
> Prime-RL released Eurus-2-7B-PRIME a new language model trained using PRIME alignment
> SmallThinker-3B is a new small reasoning LM based on Owen2.5-3B-Instruct ๐ญ
> Dataset: QWQ-LONGCOT-500K is the dataset used to train SmallThinker, generated using QwQ-32B-preview ๐
> Dataset: @cfahlgren1 released React Code Instructions: a dataset of code instruction-code pairs ๐
> Dataset: Qwen team is on the roll, they just released CodeElo, a dataset of code preferences ๐ฉ๐ปโ๐ป
Embeddings ๐
> @MoritzLaurer released zero-shot version of ModernBERT large ๐
> KaLM is a new family of performant multilingual embedding models with MIT license built using Qwen2-0.5B
Image/Video Generation โฏ๏ธ
> NVIDIA released Cosmos, a new family of diffusion/autoregressive World Foundation Models generating worlds from images, videos and texts ๐ฅ
> Adobe released TransPixar: a new text-to-video model that can generate assets with transparent backgrounds (a first!)
> Dataset: fal released cosmos-openvid-1m Cosmos-tokenized OpenVid-1M with samples from OpenVid-1M
Others
> Prior Labs released TabPFNv2, the best tabular transformer is out for classification and regression
> Metagene-1 is a new RNA language model that can be used for pathogen detection, zero-shot embedding and genome understanding
reacted to
as-cle-bert's
post with ๐ง
about 2 months ago
Post
1379
Hi HuggingFace community!๐ค
I recently released PrAIvateSearch v2.0-beta.0 (https://github.com/AstraBert/PrAIvateSearch), my privacy-first, AI-powered, user-centered and data-safe application aimed at providing a local and open-source alternative to big AI search engines such as SearchGPT or Perplexity AI.
We have several key changes:
- New chat UI built with NextJS
- DuckDuckGo API used for web search instead of Google
- Qwen/Qwen2.5-1.5B-Instruct as a language model served on API (by FastAPI)
- Crawl4AI crawler used for web scraping
- Optimizations in the data workflow inside the application
Read more in my blog post ๐ https://huggingface.co/blog/as-cle-bert/search-the-web-with-ai
Have fun and feel free to leave feedback about how to improve the application!โจ
I recently released PrAIvateSearch v2.0-beta.0 (https://github.com/AstraBert/PrAIvateSearch), my privacy-first, AI-powered, user-centered and data-safe application aimed at providing a local and open-source alternative to big AI search engines such as SearchGPT or Perplexity AI.
We have several key changes:
- New chat UI built with NextJS
- DuckDuckGo API used for web search instead of Google
- Qwen/Qwen2.5-1.5B-Instruct as a language model served on API (by FastAPI)
- Crawl4AI crawler used for web scraping
- Optimizations in the data workflow inside the application
Read more in my blog post ๐ https://huggingface.co/blog/as-cle-bert/search-the-web-with-ai
Have fun and feel free to leave feedback about how to improve the application!โจ
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- 3 replies
replied to
as-cle-bert's
post
about 2 months ago
btw, a bit offtopic, but you might be interested in applying for this!
reacted to
as-cle-bert's
post with ๐ฅ
about 2 months ago
Post
1379
Hi HuggingFace community!๐ค
I recently released PrAIvateSearch v2.0-beta.0 (https://github.com/AstraBert/PrAIvateSearch), my privacy-first, AI-powered, user-centered and data-safe application aimed at providing a local and open-source alternative to big AI search engines such as SearchGPT or Perplexity AI.
We have several key changes:
- New chat UI built with NextJS
- DuckDuckGo API used for web search instead of Google
- Qwen/Qwen2.5-1.5B-Instruct as a language model served on API (by FastAPI)
- Crawl4AI crawler used for web scraping
- Optimizations in the data workflow inside the application
Read more in my blog post ๐ https://huggingface.co/blog/as-cle-bert/search-the-web-with-ai
Have fun and feel free to leave feedback about how to improve the application!โจ
I recently released PrAIvateSearch v2.0-beta.0 (https://github.com/AstraBert/PrAIvateSearch), my privacy-first, AI-powered, user-centered and data-safe application aimed at providing a local and open-source alternative to big AI search engines such as SearchGPT or Perplexity AI.
We have several key changes:
- New chat UI built with NextJS
- DuckDuckGo API used for web search instead of Google
- Qwen/Qwen2.5-1.5B-Instruct as a language model served on API (by FastAPI)
- Crawl4AI crawler used for web scraping
- Optimizations in the data workflow inside the application
Read more in my blog post ๐ https://huggingface.co/blog/as-cle-bert/search-the-web-with-ai
Have fun and feel free to leave feedback about how to improve the application!โจ
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- 3 replies
reacted to
AkimfromParis's
post with ๐
about 2 months ago
Post
1704
๐ต Polymarket is leveraging โChatbot Arena LLM Leaderboardโ on HuggingFace for online gambling on the โTop AI model on January 31?โ. ๐ค
As of January 3rd, 2025:
-1./ Gemini (83%) -2./ ChatGPT (13%) -3./ Other (2%) -4./ Claude (2%) -5./ Grok (1%) -6./ Llama (<1%)
๐บ๐ธ The market opinion is following historical data. It's clearly bias towards US historical AI giants, yet Polymarket is forbidden in the USA and for US citizens.
๐จ๐ณ In the โOtherโ, you might have Chinese AI labs that are probably the future AI leaders (Qwen, DeepSeek, Yi).
โ๏ธ In the market resolution, if two models are tied in the evaluation, they will take the alphabetical order. (e.g. if both were tied, โGoogleโ would resolve to โYesโ, and โxAIโ would resolve to โNoโ). ๐
That might be illegal usage of the Chatbot Arena policy? And maybe HuggingFace? @clem
Or maybe authors and contributors should get a cut each month as โmarket markersโ.ย @weichiang @angelopoulos
As of January 3rd, 2025:
-1./ Gemini (83%) -2./ ChatGPT (13%) -3./ Other (2%) -4./ Claude (2%) -5./ Grok (1%) -6./ Llama (<1%)
๐บ๐ธ The market opinion is following historical data. It's clearly bias towards US historical AI giants, yet Polymarket is forbidden in the USA and for US citizens.
๐จ๐ณ In the โOtherโ, you might have Chinese AI labs that are probably the future AI leaders (Qwen, DeepSeek, Yi).
โ๏ธ In the market resolution, if two models are tied in the evaluation, they will take the alphabetical order. (e.g. if both were tied, โGoogleโ would resolve to โYesโ, and โxAIโ would resolve to โNoโ). ๐
That might be illegal usage of the Chatbot Arena policy? And maybe HuggingFace? @clem
Or maybe authors and contributors should get a cut each month as โmarket markersโ.ย @weichiang @angelopoulos
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- 1 reply
replied to
AkimfromParis's
post
about 2 months ago
Thanks! We're taking a look ๐ค
reacted to
alielfilali01's
post with ๐
about 2 months ago
Post
2021
3C3H AraGen Leaderboard welcomes today
deepseek-ai/DeepSeek-V3 and 12 other models (including the late gpt-3.5 ๐) to the ranking of best LLMs in Arabic !
Observations:
- DeepSeek-v3 ranked 3rd and only Open model among the top 5 !
- A 14B open model ( Qwen/Qwen2.5-14B-Instruct) outperforms gpt-3.5-turbo-0125 (from last year). This shows how much we came in advancing and supporting Arabic presence within the LLM ecosystem !
- Contrary to what observed in likelihood-acc leaderboards (like OALL/Open-Arabic-LLM-Leaderboard) further finetuned models like maldv/Qwentile2.5-32B-Instruct actually decreased the performance compared to the original model Qwen/Qwen2.5-32B-Instruct.
It's worth to note that the decrease is statiscally insignificant which imply that at best, the out-domain finetuning do not really hurts the model original capabilities acquired during pretraining.
Previous work addressed this (finetuning VS pretraining) but more investigation in this regard is required (any PhDs here ? This could be your question ...)
Check out the latest rankings: inceptionai/AraGen-Leaderboard
Observations:
- DeepSeek-v3 ranked 3rd and only Open model among the top 5 !
- A 14B open model ( Qwen/Qwen2.5-14B-Instruct) outperforms gpt-3.5-turbo-0125 (from last year). This shows how much we came in advancing and supporting Arabic presence within the LLM ecosystem !
- Contrary to what observed in likelihood-acc leaderboards (like OALL/Open-Arabic-LLM-Leaderboard) further finetuned models like maldv/Qwentile2.5-32B-Instruct actually decreased the performance compared to the original model Qwen/Qwen2.5-32B-Instruct.
It's worth to note that the decrease is statiscally insignificant which imply that at best, the out-domain finetuning do not really hurts the model original capabilities acquired during pretraining.
Previous work addressed this (finetuning VS pretraining) but more investigation in this regard is required (any PhDs here ? This could be your question ...)
Check out the latest rankings: inceptionai/AraGen-Leaderboard
reacted to
albertvillanova's
post with ๐
about 2 months ago
Post
2075
Discover all the improvements in the new version of Lighteval: https://huggingface.co/docs/lighteval/
reacted to
Jaward's
post with ๐ฅ๐ง
about 2 months ago
Post
2325
damn I love nvidia's bullish stance on taking AI to the edge - from being the overlord of compute to cutting-edge physical AI with SOTA multiverse simulation engines that brings the scaling laws under your control!!
My favorite: Cosmos - fully opensourced, open-weight physics based video gen platform, what an incredible way to start off the yearโจ
Code: https://github.com/NVIDIA/Cosmos
Models: nvidia/cosmos-6751e884dc10e013a0a0d8e6
Paper: https://d1qx31qr3h6wln.cloudfront.net/publications/NVIDIA%20Cosmos_2.pdf
My favorite: Cosmos - fully opensourced, open-weight physics based video gen platform, what an incredible way to start off the yearโจ
Code: https://github.com/NVIDIA/Cosmos
Models: nvidia/cosmos-6751e884dc10e013a0a0d8e6
Paper: https://d1qx31qr3h6wln.cloudfront.net/publications/NVIDIA%20Cosmos_2.pdf
reacted to
MoritzLaurer's
post with ๐คฏ๐
about 2 months ago
Post
2077
OpenAI is losing money on the $200/month subscription ๐คฏ. It's crazy how expensive it is to run these largest LLMs:
- ChatGPT Pro costs $200/month ($2,400/year) and is still unprofitable for OpenAI due to higher-than-expected usage.
- OpenAI reportedly expected losses of about $5 billion on revenue of $3.7 billion last year, with ChatGPT alone once costing an estimated $700,000 per day to operate. ๐ธ๐ฅ
- They build strong models and do great research. Whether this business model will work in the long run is one of the biggest questions in the AI economy today.
Source with the numbers ๐
https://techcrunch.com/2025/01/05/openai-is-losing-money-on-its-pricey-chatgpt-pro-plan-ceo-sam-altman-says/
- ChatGPT Pro costs $200/month ($2,400/year) and is still unprofitable for OpenAI due to higher-than-expected usage.
- OpenAI reportedly expected losses of about $5 billion on revenue of $3.7 billion last year, with ChatGPT alone once costing an estimated $700,000 per day to operate. ๐ธ๐ฅ
- They build strong models and do great research. Whether this business model will work in the long run is one of the biggest questions in the AI economy today.
Source with the numbers ๐
https://techcrunch.com/2025/01/05/openai-is-losing-money-on-its-pricey-chatgpt-pro-plan-ceo-sam-altman-says/
- 3 replies
reacted to
m-ric's
post with ๐๐ฅ
about 2 months ago
Post
5136
Since I published it on GitHub a few days ago,
Hugging Face's new agentic library ๐๐บ๐ผ๐น๐ฎ๐ด๐ฒ๐ป๐๐ has gathered nearly 4k stars ๐คฏ
โก๏ธ But we are just getting started on agents: so we are hiring an ML Engineer to join me and double down on this effort!
The plan is to build GUI agents: agents that can act on your computer with mouse & keyboard, like Claude Computer Use.
We will make it work better, and fully open. โจ
Sounds like something you'd like to do? Apply here ๐ https://apply.workable.com/huggingface/j/AF1D4E3FEB/
Hugging Face's new agentic library ๐๐บ๐ผ๐น๐ฎ๐ด๐ฒ๐ป๐๐ has gathered nearly 4k stars ๐คฏ
โก๏ธ But we are just getting started on agents: so we are hiring an ML Engineer to join me and double down on this effort!
The plan is to build GUI agents: agents that can act on your computer with mouse & keyboard, like Claude Computer Use.
We will make it work better, and fully open. โจ
Sounds like something you'd like to do? Apply here ๐ https://apply.workable.com/huggingface/j/AF1D4E3FEB/
- 3 replies
reacted to
hba123's
post with ๐
about 2 months ago
Post
1834
I have some New Year presents for you, #MachineLearning and #AI community! We just opened our code for new state-of-the-art results that beat EAGLE-2 and Medusa #LLM inference.
We also shared the model check pt on @huggingface ! @MatthieuZ
Check the blog out: https://huggingface.co/blog/hba123/sotaspeculativedecoding
We also shared the model check pt on @huggingface ! @MatthieuZ
Check the blog out: https://huggingface.co/blog/hba123/sotaspeculativedecoding
waiting for moonshine-distilled next :)