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... | Want to read curated list of papers by @akhaliq in your mail box?
Thanks to the API provided by Hugging Face, I made a simple GitHub Action based newsletter bot to send out 🤗 Daily Papers. Check out the attached video clip to get a sense of what it is!
Internally, it leverages Gemini API to assign tags for each... | {
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"href": null... | 🙋🏻♂️Hey there folks ,
i wanted to share with you a really cool new organisation called
https://huggingface.co/lowres
In just one week it has gathered almost 150 members !
Check them out if you love anime , SDLX, LORAs and cool datasets.
can we make this one reach 200 members? 🚀 | {
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"code... | 🤦🏻♂️well, day before yesterday i was so happy about **gpuzero** that i made a bunch of demos : https://huggingface.co/posts/Tonic/802671427380916
- one for YI-200K , but it actually doesnt quite fit on a GPUZero... U_U
- one for SDXL style align, but omg i didnt even realize at the time it wasnt my demo of it (l... | {
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"v... | Shocking: 2/3 of LLMs fail at 2K context length
code_your_own_ai makes a great vlog about mostly LLM related AI content.
As I watched the video below, I wondered about current best practices on LLM evaluation. We have benchmarks, we have sota LLMs evaluating LLMs, we have tools evaluating based on human comparison... | {
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... | Here is my selection of papers for today (12 Jan)
https://huggingface.co/papers
PALP: Prompt Aligned Personalization of Text-to-Image Models
Object-Centric Diffusion for Efficient Video Editing
TRIPS: Trilinear Point Splatting for Real-Time Radiance Field Rendering
Diffusion Priors for Dynamic View Synth... | {
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... | 2024-01-12T14:44:25.000Z | 2024-01-12T14:44:25.072Z | [] | /posts/akhaliq/885363857514207 | 14 | 0 |
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"... | Let's play a little game, how would you build the Rabbit R1 with open source tech? Here is my stack:
- https://huggingface.co/openai/whisper-small for awesome Speech-to-Text with low latency
- https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1 for an awesome super powerful LLM Brain
- https://huggin... | {
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... | Sharing a super-fast segmentation model today 💨
SlimSAM is pruned-distilled version of SAM model, it's (up-to 8.6x) faster and smaller yet very powerful! ⚡️
It has the same architecture as SAM, meaning you can use the 🤗 transformers code for SAM on SlimSAM models ⬇️ (yes only 3 lines of code!)
```python
from t... | {
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... | As a GPU poor, I found a nice open source project.
dstackai is the perfect open source project for GPU poor. Simply specify resource requirements (GPU RAM, spot, ...), then will suggest the cheapest options among the popular GPU cloud providers (AWS, GCP, Azure, Lambda Labs, TensorDock, and vast.ai)
Provision VM ... | {
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RE-Introducing, some of the best SFT model, he legend: DOLPHIN. This model is very special, a LASER-UNA model: UNA-dolphin-2.6-mistral-7b-dpo-laser
@fblgit in collaboration with @fernandofernandes and @ehartford | {
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... | Here is my selection of papers for today (11 Jan)
https://huggingface.co/papers
ANIM-400K: A Large-Scale Dataset for Automated End-To-End Dubbing of Video https://huggingface.co/papers/2401.05314
Score Distillation Sampling with Learned Manifold Corrective https://huggingface.co/papers/2401.05293
InseRF: Te... | {
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"... | 🙋🏻♂️hey there folks , 🌟Tonic here
- just a 🛠️builder from 🗼Paris !
Everyone is making something special for their first post , so since i got access to **GPUZero** , well, my first post is about **GPUZero**
### GPUZero is here !
This one's great for builders like me that are often making and serving mode... | {
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"labe... | I finished my model merging experiment day.🤗I would love your thoughts on this.
What did I do? I merged Mistral Instruct 0.1 and 0.2 models using different merging techniques:
- SLERP: linear interpolation (most popular method)
- MoE: replace some forward layers with MoE layers; using a random gate for now
- Fra... | {
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📚 All models and their demos can be found in this collection 👉🏼 https://huggingface.co/collections/merve/segment-anything-model-6585835fc76915aa14e2bcbd
The ideas be... | {
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... | 2024-01-10T19:58:41.000Z | 2024-01-10T19:59:42.650Z | [] | /posts/merve/533880363228237 | 29 | 0 |
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"val... | 🔥 Less is more for DPO, high quality matters!
📢 Dropping our first open dataset and LLM of the year:
💾Meet distilabel Orca Pairs DPO, an improved version of the now famous dataset from Intel:
https://huggingface.co/datasets/argilla/distilabel-intel-orca-dpo-pairs
🏛️ And a new OpenHermes fine-tune out... | {
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... | 2024-01-10T18:43:17.000Z | 2024-01-21T19:26:53.267Z | [
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"... | Finally found my go-to hat for 2024 😎
Thanks to https://huggingface.co/fal-ai | {
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... | Here is my selection of papers for today (10 Jan)
https://huggingface.co/papers
Jump Cut Smoothing for Talking Heads
FADI-AEC: Fast Score Based Diffusion Model Guided by Far-end Signal for Acoustic Echo Cancellation
Masked Audio Generation using a Single Non-Autoregressive Transformer
Let's Go Shopping (... | {
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... | 2024-01-10T15:11:03.000Z | 2024-01-10T18:02:54.693Z | [
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"resource": null... | hello world!
we're starting a new recurring event/club where we read and implement cool ai papers on skunkworks discord. first paper we chose is self-play as there are a lot of opportunities to expand on this framework, here's the link for the event: https://discord.gg/eAgBr7Fy?event=1194392774905172030
im planni... | {
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... | Here is my selection of papers for today (9 Jan)
https://huggingface.co/papers
AGG: Amortized Generative 3D Gaussians for Single Image to 3D
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts
DiarizationLM: Speaker Diarization Post-Processing with Large Language Models
TeleChat Te... | {
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... | Full fine-tuning of Microsoft's Phi2 on a single 4090 is now supported in axolotl. Thanks to @abacaj and @vikhyatk for their help with gradient checkpointing and flash attention fixes.
alpaca finetune: https://huggingface.co/openaccess-ai-collective/phi2-alpaca
wandb: https://wandb.ai/oaaic/phi2/runs/00pc4ugb?work... | {
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... | Here is my selection of papers for today (8 Jan)
https://huggingface.co/papers
DocGraphLM: Documental Graph Language Model for Information Extraction
Denoising Vision Transformers
Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss
Open-Vocabulary SAM: Segment and Recognize T... | {
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... | QuIP# ecosystem is growing :)
I've seen a quip# 2 bit Qwen-72b-Chat model today on the hub that shows there is support for vLLM inference.
This will speed up inference and make high performing 2 bit models more practical. I'm considering quipping MoMo now, as I can only use brief context window of Qwen-72b on my ... | {
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... | 2024-01-07T20:45:46.000Z | 2024-07-13T06:01:19.758Z | [
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... | 👋 Hi there!
This is my very first post.
I'll use it to share some old news: a math preference dataset for DPO!
I created this dataset some time ago while we were developing distilabel (https://github.com/argilla-io/distilabel).
Some days ago we found out people are actually using it! So I'll use this pos... | {
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"raw": "Train ANYTHING on Hugging Face Spaces hardware using AutoTrain SpaceRunner: ",
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"label": null... | Train ANYTHING on Hugging Face Spaces hardware using AutoTrain SpaceRunner: https://hf.co/blog/stefan-it/autotrain-flair-mobie 💥 | {
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... | Here is my selection of papers for today (5 Jan)
https://huggingface.co/papers
Learning the 3D Fauna of the Web
Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation
Improving Diffusion-Based Image Synthesis with Context Prediction
LLaMA Pro: Progressive LLaMA with Bl... | {
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"type"... | I just published a Gradio demo for AliBaba's DreamTalk 🤗
Try it now: https://huggingface.co/spaces/fffiloni/dreamtalk
Paper: https://huggingface.co/papers/2312.09767
—
DreamTalk is a diffusion-based audio-driven expressive talking head generation framework that can produce high-quality talking head videos across... | {
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... | Here is my selection of papers for today (4 Jan)
https://huggingface.co/papers
Efficient Hybrid Zoom using Camera Fusion on Mobile Phones
Incremental FastPitch: Chunk-based High Quality Text to Speech
CoMoSVC: Consistency Model-based Singing Voice Conversion
SIGNeRF: Scene Integrated Generation for Neura... | {
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"value": "Currently attempting to hack EvoDiff to generate binders for target proteins with some interesting results. The generated binders tend to change conformation, sometimes drastically, when bound to the target proteins compared to their unbound states. Below is the target protein wi... | Currently attempting to hack EvoDiff to generate binders for target proteins with some interesting results. The generated binders tend to change conformation, sometimes drastically, when bound to the target proteins compared to their unbound states. Below is the target protein with an IDR linker, the generated binder, ... | {
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... | Here is my selection of papers for today (3 Jan) on Hugging Face
paper pages: https://huggingface.co/papers
En3D: An Enhanced Generative Model for Sculpting 3D Humans from 2D Synthetic Data
Boundary Attention: Learning to Find Faint Boundaries at Any Resolution
Taming Mode Collapse in Score Distillation for... | {
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... | Microsoft: Improving Text Embeddings with Large Language Models
- uses an LLM instead of complex pipelines to create the training data
- directly generates data for numerous text embedding tasks
- fine tunes standard models with contrastative loss achieving great performance
- critical thought: isn't this kinda... | {
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"osanseviero",... | 2024-01-02T19:08:10.000Z | 2024-07-13T06:01:19.763Z | [
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... | Here is my selection of papers for today (2 Jan) on Hugging Face
https://huggingface.co/papers
SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity
Boosting Large Language Model for Speech Synthesis: An Empirical Study
COSMO: COntrastive Streamlined MultimOdal Model with Int... | {
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}... | ✅ Ever wondered how to measure transparency in model development?
My last open-source contribution for 2023 is s Space that allows you to self-assess the transparency of your model based on the 100 indicators of the Foundation Model Transparency Index (FMTI).
The original study evaluated the developers of 10 top ... | {
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... | Here is my selection of papers for today
https://huggingface.co/papers
Compact Neural Graphics Primitives with Learned Hash Probing
Restoration by Generation with Constrained Priors
SSR-Encoder: Encoding Selective Subject
Representation for Subject-Driven Generation
Hyper-VolTran: Fast and Generalizabl... | {
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"raw": "💬 Notux 8x7b has already its own Chat UI running on 🤗 Spaces! Feel free to give it a try and chat with Notux, and let us kn... | 💬 Notux 8x7b has already its own Chat UI running on 🤗 Spaces! Feel free to give it a try and chat with Notux, and let us know how it goes.
https://huggingface.co/spaces/argilla/notux-chat-ui
Kudos to @gabrielmbmb! | {
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"... | 2023-12-28T16:45:36.000Z | 2023-12-28T16:45:36.328Z | [] | /posts/alvarobartt/421657801791921 | 437 | 0 |
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"value": "Introducing Marigold 🌼 - a universal monocular depth estimator, delivering incredibly sharp predictions in the wild! Based on Stable Diffusion, it is trained with synthetic depth data only and excels in zero-shot adaptation to real-world imagery. Check it out:",
"raw": "Intr... | Introducing Marigold 🌼 - a universal monocular depth estimator, delivering incredibly sharp predictions in the wild! Based on Stable Diffusion, it is trained with synthetic depth data only and excels in zero-shot adaptation to real-world imagery. Check it out:
🤗 Hugging Face Space: https://huggingface.co/spaces/to... | {
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Check out our new blog post on how to build an AI chatbot to run code and tweak plots: https://huggingface.co/blog/sophiamyang/tweak-mpl-chat
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```
from tokenizers import Tokenizer
tokenizer = Tokenizer.from_pretrained("bert-base-uncased")
tokenizer.encode("Hello world~ Hello 2024").tokens
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daily pagers feed: https://huggingface.co/papers
UniRef++: Segment Every Reference Object in Spatial and Temporal Spaceshttps://huggingface.co/papers/2312.15715
LangSplat: 3D Language Gaussian Splattinghttps://huggingface... | {
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... | 💨 Notux 8x7b was just released!
From Argilla, we recently fine-tuned Mixtral 8x7b Instruct from Mistral AI using DPO, and a binarized and curated version of UltraFeedback, to find out it outperforms every other MoE-based model on the Hub.
- https://huggingface.co/argilla/notux-8x7b-v1
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🌟 There is no reason to believe that just because AI systems are intelligent they will want to dominate us. Yann LeCun reminds us that AI systems won't have the same motivations as humans, we'll design them not to.
🌍 Instead of getting distracted by ... | {
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🏅 (October 19-26, 2024)
🏅 Medical AI Paper of the Week:
Safety principles for medical summarization using generative AI by Google
Medical LLM & Other Models:
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@echo off
echo hello world
pause
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1. Document Embedding & Indexing
We can start with the use of embedding models to vectorize documents, store them in vector databases (Elasticsearch, Pinecone, Weaviate) for efficient retrieval.
2. Smart Querying
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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:
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Key Technical Highlights:
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really enjoying sharing cool genomics and protein datasets on the hub these days , check out our cool new org : https://huggingface.co/seq-to-pheno
scroll down for the datasets, still figuring out how to optimize for discoverability , i do think on that part it will be better than zenodo[d... | {
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no need for hefty web aut... | {
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Project Page: https://scalequest.github.io/
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Cohere For AI released Aya Expanse, a new family of multilingual models (8B and 32B) spanning 23 popular languages.
Models: https... | {
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1,000 spots available first-come first serve with some surprises during the stream!
You can register and add to your calendar here: https://streamyard.com/watch/... | {
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A SOTA model that dramatically closes the gap between closed and open video generation models.
Mochi 1 introduces revolutionary architecture featuring joint reasoning over 44,520 video tokens with full 3D attention. The model implements extended learnable... | {
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"label"... | October version of Claude 3.5 lifts SOTA (set by its June version) by 7 points.
https://huggingface.co/spaces/onekq-ai/WebApp1K-models-leaderboard
Closed sourced models are widening the gap again.
Note: Our frontier leaderboard now uses double test scenarios because the single-scenario test suit has been saturated. | {
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"value": null,... | Cohere drops two new multilingual models!
https://huggingface.co/CohereForAI/aya-expanse-8b
https://huggingface.co/CohereForAI/aya-expanse-32b
Try them out here
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"label": ... | 🌟🌎 Cohere releases Aya 8B & 32B: SOTA multilingual models for 23 languages !
How did they manage to beat top contenders while also adding 23 languages?
🔄 𝗧𝗿𝗮𝗶𝗻 𝗼𝗻 𝘀𝘆𝗻𝘁𝗵𝗲𝘁𝗶𝗰 𝗱𝗮𝘁𝗮:
• Synthetic data has been said to cause model-collapse after too much training
• Cohere has introduced "data arbitra... | {
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"resource"... | Just watched @thomwolf tear down the over-hyped AGI narrative in 30 seconds - and it's refreshingly grounded.
No wild speculation about superintelligence timelines or consciousness. Just practical insights from someone who really understands the technology.
This is the kind of level-headed perspective that helps us f... | {
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... | Are you a Professional Python Developer? Here is why Logging is important for debugging, tracking and monitoring the code
Logging
Logging is very important part of any project you start. It help you to track the execution of a program, debug issues, monitor system performance and keep an audit trail of events.
Basic... | {
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1. Streamlit
2. Gradio
The reason I chose them in this order was the fact that the streamlit library had the timing drop on gradio by being available with near perfection about a year or... | {
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"raw": "Hi, I am looking for a nano/micro llama-compatible model so I can train to run it on my 16 GB Mac in CPU mode. Do y... | Hi, I am looking for a nano/micro llama-compatible model so I can train to run it on my 16 GB Mac in CPU mode. Do you have any recommendations? Thanks | {
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"href"... | 🔥🔥🔥Introducing Oryx-1.5!
A series of unified MLLMs with much stronger performance on all the image, video, and 3D benchmarks 😍
🛠️Github: https://github.com/Oryx-mllm/Oryx
🚀Model: https://huggingface.co/collections/THUdyh/oryx-15-6718c60763845525c2bba71d
🎨Demo: https://huggingface.co/spaces/THUdyh/Oryx
👋Try the ... | {
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... | Lotus 🪷 is a new foundation model on monocular depth estimation ✨
Compared to previous diffusion-based MDE models, Lotus is modified for dense prediction tasks
Authors also released a model for normal prediction 🤗
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When you encounter "RuntimeError: cuDNN Frontend error: [cudnn_frontend] Error: No execution plans support the graph."
We can use workaround like this:
```python
torch.backends.cuda.enable_cudnn_sdp(False)
```
but this slow downs the performance gain from PyTor... | {
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Cohere for AI has just announced its open source Aya Expanse multilingual model. The Initial release supports 23 languages with more on the way soon.🌌 🌍
You can also try Aya Expanse via SMS on your mobile phone using the global ... | {
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Here is what they are proposing:
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2. Normalize all matrices along the... | {
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... | LoRA with code 🚀 using PEFT (parameter efficient fine-tuning)
LoRA (Low-Rank Adaptation)
LoRA adds low-rank matrices to specific layers and reduce the number of trainable parameters for efficient fine-tuning.
Code:
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pip install peft
pip install datasets
pip install transformers... | {
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Need an LLM assistant but unsure which hashtag#smolLM to run locally? With so many models available, how can you decide which one suits your needs best? 🤔
If the model you’re interested in is evaluated on the Hugging Face Open LLM Leaderboard, there’s an easy way to compare ... | {
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🚀 Introducing Pangea: A Fully Open Multilingual Multimodal LLM supporting 39 languages! 🌐✨
https://neulab.github.io/Pangea/
https://a... | {
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"raw": "🇫🇷 Lancement officiel de l'OpenLLM French Leaderboard : initiative open-source pour référencer l’évaluation des LLMs francophones",
... | 🇫🇷 Lancement officiel de l'OpenLLM French Leaderboard : initiative open-source pour référencer l’évaluation des LLMs francophones
Après beaucoup d’efforts et de sueurs avec Alexandre Lavallee, nous sommes ravis d’annoncer que le OpenLLMFrenchLeaderboard est en ligne sur Hugging Face (space url: https://huggingface.c... | {
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• supports any OpenAI compatible endpoint 💪
• supports DuckDB, Hugging Face Datasets, and Argilla as stores
> pip install observers
No complex framework. Just a few lines of code to start sending your traces somewhere. Let us know what y... | {
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First, we want to thank everyone who helped Mouse-I reach the HuggingFace Spaces Trending Top 100! We're especially excited that a game called "Jewel Pop Game," created using Mouse-I, has reached the global top 160.
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"lan... | Did a quick conversion from flux1-fill-dev to diffusers. Release here:
https://huggingface.co/xiaozaa/flux1-fill-dev-diffusers
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228686145199302 | [
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"value": "Wanted to move eyes with Flux.1 schnell, prompts failed.Made a guide image, surprisingly useful on its own. inpaint/img2img works well with lower-strength.",
"raw": "Wanted to move eyes with Flux.1 schnell, prompts failed.Made a guide image, surprisingly useful on its own. in... | Wanted to move eyes with Flux.1 schnell, prompts failed.Made a guide image, surprisingly useful on its own. inpaint/img2img works well with lower-strength.
Rolling/white eyes with Flux 1.schnell viable? Wanted?
[space] Mediapipe Change Eyes Direction
https://huggingface.co/spaces/Akjava/mediapipe-change-eyes-direction
... | {
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"value": "Vision finetuning is in 🦥Unsloth! You can now finetune Llama 3.2, Qwen2 VL, Pixtral and all Llava variants up to 2x faster and with up to 70% less VRAM usage! Colab to finetune Llama 3.2: ",
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"raw": "What kind of content is good to post here?",
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How well are these models trained on the fundamentals of image capture? Take shutter speed/angle, for instance.
The difference in a video with a 1/2000 speed shutter and a 1/60 speed shutter is drastic.
What about color science? HDR vs. SDR, Anam... | {
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... | Qwen2.5-72B is now the default HuggingChat model.
This model is so good that you must try it! I often get better results on rephrasing with it than Sonnet or GPT-4!! | {
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"... | 2024-11-21T16:38:57.000Z | 2024-11-21T16:38:57.310Z | [] | /posts/victor/448624842722506 | 1,639 | 0 |
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🥳Flux LoRA Dlc : https://hugging... | {
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... | 2024-10-22T11:28:11.000Z | 2024-10-22T11:29:19.633Z | [] | /posts/prithivMLmods/371681139214764 | 1,919 | 0 |
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"raw": "Tencent released a new depth model that generates temporally consistent depth maps over videos ⏯️",
"href": null,
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"code":... | Tencent released a new depth model that generates temporally consistent depth maps over videos ⏯️
Model: https://huggingface.co/tencent/DepthCrafter
Demo: https://huggingface.co/spaces/tencent/DepthCrafter
Paper: https://huggingface.co/papers/2409.02095
You don't need to input anything other than video itself, no nee... | {
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... | 2024-10-22T10:54:19.000Z | 2024-10-22T10:54:19.711Z | [] | /posts/merve/832156299815570 | 1,645 | 0 |
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"... | https://huggingface.co/papers/2410.15735 | {
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... | 2024-10-22T05:37:09.000Z | 2024-10-22T05:37:09.221Z | [] | /posts/abhishek/971438953844337 | 4,318 | 0 |
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"type": "new_l... | I just released an unofficial demo for Moonshine ASR!
Moonshine is a fast, efficient, & accurate ASR model released by Useful Sensors. It's designed for on-device inference and licensed under the MIT license!
HF Space (unofficial demo): https://huggingface.co/spaces/mrfakename/Moonshine
GitHub repo for Moonshine: htt... | {
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"value": " of Allura has put out Meadowlark, an RP-focused Mistral Small... | @ToastyPigeon of Allura has put out Meadowlark, an RP-focused Mistral Small finetune. I helped!
Check it out:
https://huggingface.co/allura-org/MS-Meadowlark-22B | {
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899500238791811 | [
{
"type": "text",
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"raw": "hey there folks,",
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"resource"... | hey there folks,
twitter is aweful isnt it ? just getting into the habbit of using hf/posts for shares 🦙🦙
https://huggingface.co/spaces/Tonic/on-device-granite-3.0-1b-a400m-instruct
new granite on device instruct model demo , hope you like it 🚀🚀 | {
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] | 2024-10-21T19:27:41.000Z | 2024-10-21T19:27:41.514Z | [] | /posts/Tonic/899500238791811 | 1,444 | 0 |
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