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... | My 1st post on ๐ค I would love to discuss topics related to bias in LLMs:
1) Are researchers and enterprises concerned about detecting and addressing social bias in the Gen AI applications? If so, what are the existing approaches?
2) Are there trusted and labeled datasets to evaluate bias in LLM generations? | {
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Falcon has landed... again! ",
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Falcon has landed... again! ",
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... | ๐ฆ
Falcon has landed... again!
And now it not just reads but sees as well ๐๐
Here is a summary of the Falcon-11B-VLM model:
Model Type: Causal decoder-only model ๐.
Parameters: 11 billion ๐.
Vision Integration: Uses the pretrained CLIP ViT-L/14 vision encoder with the recently released Falcon2-11B chat-finetun... | {
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... | You can now train/finetune custom sentence transformer embedding models using AutoTrain. Read blog: https://huggingface.co/blog/abhishek/finetune-custom-embeddings-autotrain | {
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"value": n... | ChatGPT made Custom GPTs Free for Everyone.
Yes, you can use them but...
with limitations like
You can't use DallE ๐ฅ,
You can't make Custom GPTs
And chat limit also๐ฅ.
But...
We already have an open-source alternative like Hugging Chat, where you can create your custom assistant, generate, edit images, without any ... | {
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For these experiments, I built a technique that relies on drift signals to estimate model performance. I compared its results against the current SoTA performance estimation methods and ch... | {
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... | Jamba GGUF!
Finally, thanks to the awesome work of the brilliant mind of Github user compilade (https://github.com/compilade) Jamba is now beginning to be supported in llama.cpp (just CPU inference at the moment). So far there are a few different versions I have been able to convert, mainly the Jamba-Bagel, Jamba-Clau... | {
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"r... | We explore extremely low-weight merger as an alternative to fine-tuning; e.g., weight 1e-4. Merge formula details here:
https://huggingface.co/grimjim/kukulemon-v3-soul_mix-32k-7B | {
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... | 2024-05-30T12:28:15.000Z | 2024-06-25T04:06:55.700Z | [] | /posts/grimjim/714627846790266 | 2,185 | 0 |
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In this episode we went through AnthropicAI's recent interpretability paper "Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet" in which they applied Sparse Dictionary Learning on a larger model (Claude 3 Sonnet) - wherein they match... | {
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๐Place: huggingface discord server
๐Link : https://discord.gg/hugging-face-879548962464493619?event=1245406127668203541 | {
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"raw": "Do you need a hi... | Do you need a high-quality dataset to train a custom sentence transformer model? Look no further! I've developed a pipeline that leverages an LLM to create a synthetic dataset of negative and positive sentence pairs based on domain-specific anchors.
Here's what the pipeline offers:
- **Dataset Generation**: Automatica... | {
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... | Do we fully leverage ViT encoders in vision language models?
A new paper (by @HuanjinYao et al) built a dense connector that does it better! https://huggingface.co/spaces/HuanjinYao/DenseConnector-v1.5-8B
https://huggingface.co/collections/HuanjinYao/denseconnector-66500e173fc8c9f05dc98dea
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"... | WorkerSafetyQAEval: A new benchmark to evaluate worker safety domain question and answering
Happy to share a new benchmark on question and answers for worker safety domain. The benchmark and leaderboard is available at
https://huggingface.co/datasets/codelion/worker-safety-qa-eval
We evaluate popular generic chatbot... | {
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https://huggingface.co/papers/2405.18407
The consistency model (CM) has recently made significant progress in accelerating the generation of diffusion models. However, its application to high-resolution, text-conditioned image generation in the latent space (a.k.a., LCM) remains unsatisfactor... | {
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... | You are happy that @mistralai is releasing a new model ๐
You become even more happy to see it's a completely new coding model ๐
Then you become sad because the model is licensed under MNLP ๐
Before we talk about MNLP, here is the gist of the model:
๐ท๏ธName: Codestral (Code + Mistral ๐)
๐ 22B parameters
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... | What We Learned from a Year of Building with LLMs
It's a nice perspective outlined in here.
โWhen a measure becomes a target, it ceases to be a good measure.โ
โ Goodhartโs Law
https://www.oreilly.com/radar/what-we-learned-from-a-year-of-building-with-llms-part-i/ | {
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... | ๐๐ญ๐ New Research Alert - CVPR 2024 (Avatars Collection)! ๐๐ญ๐
๐ Title: Relightable Gaussian Codec Avatars ๐
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https://huggingface.co/spaces/KingNish/Image-Gen-Pro
It is Expert in Text to Image generation, Sequential Image generation or Image Editing.
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If you have ever felt that AI not understand your emotions or you not get human like fell while taking to him than this blog is for you!
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Glad that my supervisor gets the innovation behind it - โAn Adaptive Virtual Intelligent Tutor that autonomously learns and adjusts to your learning preferencesโ
The Intuitive Approach: fine-tune a high performant pre-trained large language model on a rich task-specific da... | {
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"type": "new_line"... | everything-ai v2.0.1: more AI power on your Desktop
What is everything-ai?
๐ค everything-ai is natively a multi-tasking agent, 100% local, that is able to perform several AI-related tasks
What's new?
๐ I am more than thrilled to introduce some new functionalities that were added since last release:
- ๐๏ธ๐ Handl... | {
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... | Weekly highlights for the HF ecosystem!
๐ Phi 3
๐ฆ
Falcon VLM
๐ค sentence-transformers v3.0 is here! Train and finetune embedding models with multi-GPU training, bf16 support, loss logging, callbacks and more!
๐ฅณ Gradio launch event 6/6! We're launching 1.0 versions of two new libraries, Python + JS client libraries ... | {
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"h... | ๐งจ Diffusers 0.28.0 is out ๐ฅ
It features the first non-generative pipeline of the library -- Marigold ๐ฅ
Marigold shines at performing Depth Estimation and Surface Normal Estimation. It was contributed by @toshas, one of the authors of Marigold.
This release also features a massive refactor (led by @DN6) of the `f... | {
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... | How can AI help us write better headlines and reach more people?
I experimented with a new approach that is both useful and fun. It can help you overcome writerโs block, find better headlines, and make your blog posts and news articles climb in search engine results. Plus, we will learn new concepts along the way!
1๏ธ... | {
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"raw": "Hello HF fans! Anyone is interested to become cofounder in my future company. I'm working o... | Hello HF fans! Anyone is interested to become cofounder in my future company. I'm working on AI products, edge AI, marketing and social Media. Please feel free to contact me. | {
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"href": nu... | ๐๐ปโโ๏ธ Hey there folks ,
@tiiuae released Falcon 11B Vision Model !
๐ฆ
๐ฆ
๐๐
it's quite good , and you can try it here : https://huggingface.co/spaces/Tonic/Falcon-Vision | {
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Despite getting much less $$, recognition & visibility than entrepreneurs, the scientists who publish their groundbreaking research openly are the cornerstone of technological progress & massively contribute to making the world a better place! | {
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1๏ธโฃ Training Refactor
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... | โจ Tools are now available in HuggingChat (https://hf.co/chat)
In short, Tools allow HuggingChat to plug any ZeroGPU Space as a tool HuggingChat can use, offering limitless possibilities.
For the release we plugged 6 tools that you can use right now on command-R+, we plan to expand to more models.
We'll also allow yo... | {
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Join us on the Hugging Face Discord channel for the Hangout!
https://discord.gg/hugging-face-879548962464493619?event=1243129304863215656 ๐ค | {
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"raw"... | Remember stacking in ensemble ML? ๐ค
What happens if you do the reverse of that but with LLMs? ๐คฏ
Basically, MoE created by merging multiple models (instead of being pre-trained like Mixtral)? ๐ง
Frankenstein MoE! (not an official name) ๐งโโ๏ธ
That's the new Kraken architecture! ๐
It uses a sequence classification... | {
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"raw": "If you're part of the Journalists on Hugging Face community, did you know you can receive notifications on ongoing discussions? ",
"h... | If you're part of the Journalists on Hugging Face community, did you know you can receive notifications on ongoing discussions?
- "Repo discussions" for repo discussions you're participating in or mentioned in
- "New activity on watched orgs/users" for repo discussions & posts from users & orgs
you're watching
Activ... | {
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RAGoon is a Python library available on PyPI that aims to improve the performance of language models by providing contextually relevant information throug... | {
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"raw": "๐๐ญ๐ New Research Alert - InstructAvatar (Avatars Collection)! ๐๐ญ๐",
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"lan... | ๐๐ญ๐ New Research Alert - InstructAvatar (Avatars Collection)! ๐๐ญ๐
๐ Title: InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation ๐
๐ Description: InstructAvatar is a novel method for generating emotionally expressive 2D avatars using text-guided instructions, offering improved emotion c... | {
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"raw": "Celebrating 30 likes!! ",
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๐๐๐ ๐ช",
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๐๐๐ ๐ช",
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... | ๐๐ง๐๐ฉ๐๐ฃ๐ ๐ฉ๐ค๐ค๐ก ๐๐๐ก๐ก๐จ ๐๐ฃ ๐๐ค๐๐ ๐๐ช๐จ๐ฉ ๐ฌ๐ค๐ง๐ ๐จ ๐๐๐ฉ๐ฉ๐๐ง ๐ฉ๐๐๐ฃ ๐
๐๐๐ ๐ช
I was really happy to learn today by @sergeipetrov that paper ๐๐น๐ฆ๐ค๐ถ๐ต๐ข๐ฃ๐ญ๐ฆ ๐๐ฐ๐ฅ๐ฆ ๐๐ค๐ต๐ช๐ฐ๐ฏ๐ด ๐๐ญ๐ช๐ค๐ช๐ต ๐๐ฆ๐ต๐ต๐ฆ๐ณ ๐๐๐ ๐๐จ๐ฆ๐ฏ๐ต๐ด was accepted at ICLR 2024!
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... | We will be providing ZeroGPU grants (for Spaces inference) to those who want to fine-tune PaliGemma and build a Space ๐ฅ
You can pick any dataset of your choice!
Example code: https://colab.research.google.com/drive/1x_OEphRK0H97DqqxEyiMewqsTiLD_Xmi?usp=sharing (you can use a lower GPU with QLoRA)
Datasets:
https:/... | {
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"url": nul... | ๐ซ๐ท
Quel impact de lโIA sur les filiรจres du cinรฉma, de lโaudiovisuel et du jeu vidรฉo?
Etude prospective ร destination des professionnels
โ CNC & BearingPoint | 09/04/2024
Si lโIntelligence Artificielle (IA) est utilisรฉe de longue date dans les secteurs du cinรฉma, de lโaudiovisuel et du jeu vidรฉo, les nouvelles app... | {
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```
const api_url = "https://api-inference.huggingface.co/models/meta-llama/Meta-Llama-3-8B";
const payload = JSON.stringify({
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"url": null,... | The zip file contains installers for Windows, RunPod, Massed Compute and a free Kaggle account notebook
It generates a VENV and install everything inside it. Works with Python 3.10.x - I suggest 3.10.11
Also you need C++ tools and Git. You can follow this tutorial to install all : https://youtu.be/-NjNy7afOQ0
Update... | {
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"res... | Mistral 7B might be one of the most popular open-source LLMs out there, with a total of over 3.4 million downloads on @huggingface Hub ๐, and now we have the next version...
@MistralAI Mistral -7B-v0.3 (base) ๐ and Mistral-7B-Instruct-v0.3 ๐ ๏ธ
- 7.3 billion parameters ๐ง
- Apache 2.0 license ๐
- Extended vocabular... | {
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"value": "Integrating the French Taxation Embedding Benchmark Task (beta) into the MTEB ๐ค",
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I'm excited to announce an integration of the French Taxation Embedding Benchmark task into the Massive Text Embedding Benchmark (MTEB).
This addition expands the diverse set of tasks available within MTEB, enabling researchers and prac... | {
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"raw": "# The Univalent Model: A Meta-Meme for Universal Computation",
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... | # The Univalent Model: A Meta-Meme for Universal Computation
We can imagine that there is one model in the future that will unite all models, this is based on the idea of the univalent principle. We can imagine all these projects as failed attempts to reach this goal and once met it will consume all the other projects.... | {
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"resource": ... | Dear community,
Please check our recent blog post, "GPU Poor Savior: Revolutionizing Low-Bit Open Source LLMs and Cost-Effective Edge Computing". A cheaper and more efficient SFT scheme for quantized LLMs is provided.
https://huggingface.co/blog/NicoNico/green-bit-llm
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... | 2024-05-26T06:17:43.000Z | 2024-05-26T06:17:43.937Z | [] | /posts/yanghaojin/878853012729775 | 895 | 0 |
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"resou... | Hi HF Community!๐ค
I'm thrilled to share the latest updates regarding the Space I built for protein 3D structure prediction (https://huggingface.co/spaces/as-cle-bert/proteinviz): thanks to @lunarflu inputs, @osanseviero precious advice and @simonduerr's article "Visualize proteins on Hugging Face Spaces" (https://hug... | {
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"u... | Hi there,
I'm looking for a Japanese LLm who interface endpoint is available. It will be great if the LLM has no guardrail.
If anyone provide some resource, I will really appreciate that. | {
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... | OpenGPT 4o NEW UPDATES:
1. Dedicated Image and Video Engine
2. Model Choices for Voice Chat
3. Better and Faster Voice Chat
4. Various Bug fixes
Test and give feedback of New features:
https://huggingface.co/spaces/KingNish/OpenGPT-4o
Future Updates:
1. Web Search (Suggested by @GPT007 and @Saionton )
2. Live Chat w... | {
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@01AI_Yi recently switched from a permissive & commercially friendly license, to Apache 2.0. And the community loved it! ๐
@JustinLin610 also had a poll on model license and the majority votes for Apache 2.0.
Why it is a Big Deal? โฌ๏ธ
๐ Legal Simplicity: Custom licenses need co... | {
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It has also completed disrupted the Chines LLM market and forcing the competitors to drop the price to 1% of the original price.
---
There are two key components in Transf... | {
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"label"... | **Model Names:** gpt-4-turbo-preview, gpt-4-vision-preview, gpt-3.5-turbo-16k
**Searchable Models:** Creative, Balanced, Precise
Image creation will be available soon in NiansuhAI.
**Model Name:** DALL-E 3
https://huggingface.co/spaces/NiansuhAI/LLMs1
--- | {
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... | Disappointed that Golden Gate Claude couldn't process images? Want to learn how to use activation vectors to steer VLMs?
Try out the https://huggingface.co/spaces/vikhyatk/contemplative-moondream space, and check out the notebook I released showing how to obtain control vectors! โฌ๏ธ
https://github.com/vikhyat/moondrea... | {
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"raw": "๐ฅ๐๐ New Research Alert - YOLOv10! ๐๐๐ฅ",
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๐ Title: YOLOv10: Real-Time End-to-End Object Detection ๐
๐ Description: YOLOv10 improves real-time object recognition by eliminating non-maximum suppression and optimizing the model architecture to achieve state-of-the-art performance with lower latency and computational... | {
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"value": "When was the last time you looked for a non-English LLM, only to be saddened there is NO good option? ๐",
"raw": "When was the last time you looked for a non-English LLM, only to be saddened there is NO good option? ๐",
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"url": nul... | When was the last time you looked for a non-English LLM, only to be saddened there is NO good option? ๐
For instance, @Meta 's poster child Llama 3 has less than 5% non-English tokens! ๐
@cohere is here to change that... and change they will. ๐ช
Introducing Aya (this time the name actually makes sense) ๐
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"value": "๐๐๐ฐ ๐ ๐ฎ๐ข๐๐ ๐ข๐ง ๐จ๐ฎ๐ซ ๐๐ฉ๐๐ง-๐๐จ๐ฎ๐ซ๐๐ ๐๐ ๐๐จ๐จ๐ค๐๐จ๐จ๐ค: ๐๐ฉ๐ง๐ช๐๐ฉ๐ช๐ง๐๐ ๐๐๐ฃ๐๐ง๐๐ฉ๐๐ค๐ฃ! โจ",
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"r... | ๐๐๐ฐ ๐ ๐ฎ๐ข๐๐ ๐ข๐ง ๐จ๐ฎ๐ซ ๐๐ฉ๐๐ง-๐๐จ๐ฎ๐ซ๐๐ ๐๐ ๐๐จ๐จ๐ค๐๐จ๐จ๐ค: ๐๐ฉ๐ง๐ช๐๐ฉ๐ช๐ง๐๐ ๐๐๐ฃ๐๐ง๐๐ฉ๐๐ค๐ฃ! โจ
Many use LLM use cases involve generating outputs with a specific structure.
โก๏ธ For instance when using an LLM as a judge to evaluate another model's outputs, you need it to give you not only a sco... | {
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"res... | Gloomy AI Image! ๐
(Prompt: Please create me a gloomy forest showing the moon it is a very dark hollow place)
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https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct is still the king of the leaderboard ๐ with a 3.46 points difference compared to its succ... | {
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"la... | ๐ Meet MergeUI - an All-in-one UI for Exploring Merged LLMs on Hugging Face ๐ค!
Model merging is a cool new technique for creating powerful language models for cheap (no GPU required). But it raises questions like:
- Which models should we merge?
- What merge strategies work best?
- How do different base models affe... | {
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Since it's mostly a model trained to complete text, when you ask it a question like "What to do during a stopover in Paris?", it can just go on and on adding more details to your question instead of answering, which would be valid to complete text from its training co... | {
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"href": ... | Fascinating point from @thomwolf at Web Summit: AI misuse (deepfakes, fake news) is actually easier to make with closed models, not with open-source ones.
This challenges the common narrative that open-source AI is inherently more dangerous. The reality is more nuanced - while we may think open source is technically e... | {
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... | New adapt.s for dev ๐
Hosted -> https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC
โจTeen Outfit: https://huggingface.co/prithivMLmods/Teen-Outfit
โจDark Pink: https://huggingface.co/prithivMLmods/Dark-Thing-Flux-LoRA
โจShadow Projection: https://huggingface.co/prithivMLmods/Shadow-Projection-Flux-LoRA
โจAbstra... | {
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[ViTPose Playground](https://huggingface.co/spaces/Dref360/vit_pose_playground)
This model will be available in `transformers` once [#30530](https://github.com/huggingface/transformers/pull/30530) is merged. Huge shoutout to @... | {
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"value": "๐คฏ AI progress keeps blowing my mind! Just experienced Qwen's new Coder demo - built a complete flashcard web app with a single prompt. The results are incredible!",
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This demo is part of the new Qwen2.5 Coder family (0.5B to 32B models), surpassing/matching GPT4o and Claude Sonnet 3.5 across multiple coding benchmarks.
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"v... | ๐ต Introducing Suno Music Generation Dataset - https://huggingface.co/datasets/nyuuzyou/suno
Dataset highlights:
- 659,788 AI-generated music samples with comprehensive metadata from suno.com
- Multilingual content with English as primary language, including Japanese and other languages
- Each entry contains rich met... | {
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๐ช It's the first time Open-Source coding model of this size class that clearly matches GPT-4o's coding capabilities!
โจ Completes the previous tw... | {
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๐ ๐๐ฃ๐ง ๐บ๐ผ๐ฑ๐ฒ๐น๐.",
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๐ What are scaling laws? These are empiric laws that say "E... | {
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https://huggingface.co/papers/2405.12981
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"hre... | the musicgen max4live device
gary4live
now has a popup UI so you can minimize ableton and have it keep trying/retrying from the input audio you recorded in the DAW
while coding lol | {
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... | mlx port of karpathyโs minbpe ๐ค
Minimal (byte-level) Byte Pair Encoding tokenizer. Algorithmically follows along the GPT2 tokenizer.
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"resou... | Introducing Kraken-LoRA โ a lightweight version of Kraken that uses LoRA-Adapters as Experts based on the base model.
@fernandofernandes , me, @Crystalcareai , @ehartford created the Kraken-LoRA!
๐ Whatโs the big deal?
โ
Size Consistency: While Krakenโs size increases with more Experts, Kraken-LoRA remains as compa... | {
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",
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Impressive to see Cohere for AI's new Aya model multilingual capabilities.
- C4AI Aya 23 is a research open weights release
- 8 and 35 billion parameter models
- 23 languages supported
You can try it out here: https://huggingface.co/spaces/CohereFo... | {
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"href": null... | Cohere's Aya 8B & 35B ๐ฅ
> Multilingual (23 languages), beats Mistral 7B and Llama3 8B in preferenceโopen weights.
capabilities:
๐ **Multilingual Mastery**: Supporting 23 languages, including Arabic!
๐ **Top Performer**: Outperforms Mistral 7B and Llama3 8B in user preference.
๐ **Open Weights**: Access open w... | {
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"resource": ... | Good folks at @Meta have introduced Chameleon ๐ฆ (who names these things? ๐คทโโ๏ธ)
Chameleon is an AI model that can work with multiple types of data, like text and images, all at once. ๐ผ๏ธ๐
Before you start searching, as of this post, the model/code have not been open-sourced nor is there any commitment to open-sourc... | {
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"la... | How can we use open LLMs to create data for training sentence similarity models?
One of the most exciting use cases for LLMs is generating synthetic datasets that can be used to train non-LLM models. In the past, gathering enough data was one of the most significant barriers to training task-specific models. LLMs can... | {
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"... | ๐๐ญ๐ New Research Alert - Gaussian Head & Shoulders (Avatars Collection)! ๐๐ญ๐
๐ Title: Gaussian Head & Shoulders: High Fidelity Neural Upper Body Avatars with Anchor Gaussian Guided Texture Warping ๐
๐ Description: Gaussian Head & Shoulders is a method for creating high-fidelity upper body avatars by integrati... | {
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"value": "We are hiring a \"Developer Experience Engineer for Inference\" at Hugging Face! If you want to make it easier for millions of people to use modern machine learning inference, apply! You can either work from one of our offices e.g. in Paris or New York, or work fully remotely. De... | We are hiring a "Developer Experience Engineer for Inference" at Hugging Face! If you want to make it easier for millions of people to use modern machine learning inference, apply! You can either work from one of our offices e.g. in Paris or New York, or work fully remotely. Details: https://apply.workable.com/huggingf... | {
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"url": nul... | The Google Deep Mind Team just released a new technical report on Gemini 1.5 Pro and Gemini 1.5 Flash.
in addition to architecture, benchmark and evaluation details, the report also provides a few real world use cases for the models such as professional task optimization and translation of lesser-known languages.
Y... | {
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... | Thanks to @OzzyGT for pushing the new Anyline preprocessor to https://github.com/huggingface/controlnet_aux. Now you can use the https://huggingface.co/TheMistoAI/MistoLine ControlNet with Diffusers completely.
Here's a demo for you: https://huggingface.co/spaces/radames/MistoLine-ControlNet-demo
Super resolution vers... | {
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"raw": "I use mergek... | I use mergekit regularly, and often enough get acceptable results without performing fine-tuning afterward. My current thinking is that DARE-TIES should be avoided when merging dense models, as the process of thinning inherently punches holes in models.
I've had success using SLERP merges to graft Mistral v0.1 models ... | {
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"raw": "Hi HF Community!๐ค",
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"resou... | Hi HF Community!๐ค
If you are excited about AlphaFold3, but upset because it is not open-source, I might have a solution to cheer you up a little bit:
https://huggingface.co/spaces/as-cle-bert/proteinviz
This is a space that lets you predict the 3D structure of proteins from their amino-acidic sequences, with the p... | {
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"la... | Interesting, I've just seen the my first HF spam on one of my new model uploads: https://huggingface.co/shisa-ai/shisa-v1-llama3-70b - someone has an SEO spam page as a HF space attached to the model!?! Wild. Who do I report this to? | {
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"raw": "I've begun adding valuable blog posts on using/creating synthetic datasets to my curated list. ",
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"code": nul... | I've begun adding valuable blog posts on using/creating synthetic datasets to my curated list.
I am starting with a great post by @MoritzLaurer on utilizing an open LLM to generate data for training a specialized Roberta model.
Read the blog post: https://huggingface.co/blog/synthetic-data-save-costs
See the rest o... | {
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As AISAK edges closer to a potential release for users, each advancement, like the development of AISAK-TVI, brings us one step closer to realizing our vis... | {
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"href": null... | The kraken has awakened!
A Game-Changer in LLM Flexibility and Performance!
Over the past few weeks, VAGO solutions teamed up with Cognitive Computations and HyperSpace to develop a groundbreaking architecture that redefines flexibility in combining different LLM into one model.
@fernandofernandes , me, @Crystalcare... | {
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for instance, if you want to collaborate with an external organization you don't want to use your write token since they can access everything you can access. instead you can set token acces... | {
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