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"raw"... | Introducing illusion Diffusion Video
https://huggingface.co/spaces/KingNish/IllusionDiffusionVideo
It can Create high quality ULTRA HD illusion video.
If you find any bugs, please let me know😊 | {
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https://huggingface.co/prometheus-eval/prometheus-7b-v2.0
https://huggingface.co/prometheus-eval/prometheus-8x7b-v2.0
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1. https://huggingface.co/MohamedRashad/Arabic-Orpo-Llama-3-8B-Instruct is a finetuned version of Meta-Llama-3-8B-Instruct using ORPO on https://huggingface.co/datasets/2A2I/a... | {
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"h... | Working on a concept `GPT-2 (small)` that uses `KANs` instead of `MLPs`.
The ckpt and training code will be soon on the hub. | {
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"raw"... | Question: Quantization through GPTQ
Hi Team, I’m trying to quantize a 13b model using the below configuration on A100. I tried the below options
quantization_config = GPTQConfig(
bits=4,
group_size=128,
dataset="wikitext2",
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desc_act=False
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1. Enforce batch_size = 16 or ba... | {
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🎯 Goals:
💬 Create multi-turn chats seeded from Cosmopedia
🎓 Customize questions for different audience levels
🔍 Evaluate the model's ability to elaborate and clarify
🤓 (I want to learn more about creat... | {
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... | Question: HF model search not showing all results
I noticed that when I use the HF model search with these tags:
- feature-extraction
- transformers.js
it is not showing all models that are actually tagged.
Example: All Alibaba-NLP models (e.g. gte family) are correctly tagged but they don't show here
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Paper: https://huggingface.co/papers/2404.03323
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... | 🔬 Open LLM Progress Tracker 🔬
Inspired by the awesome work from @mlabonne, I created a Space to monitor the narrowing gap between open and proprietary LLMs as scored by the LMSYS Chatbot Arena ELO ratings 🤗
The goal is to have a continuously updated place to easily visualize these rapidly evolving industry trends ... | {
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Idefics2-chatty is better at following instructions and following Chain-of-Thoughts reasoning.
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... | 💬🔥Releasing idefics2-8b-chatty, the chat-optimized version of Idefics2!
It is a very efficient (8B parameters) state-of-the-art VLM, has been red-teamed, and comes with a few surprises:
- 📖Paper dissecting a lot of the experimental insights we learned building Idefics2:
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... | 2024-05-06T15:33:20.000Z | 2024-06-17T01:24:32.282Z | [
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... | NEW publishing hub for trending text model academic research papers broken down into open source technical blog posts ➡️ https://textmodels.tech | {
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... | This dataset is cool:
https://huggingface.co/datasets/MohamedRashad/midjourney-detailed-prompts | {
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"la... | I've just stumbled upon some excellent work on (🇫🇷 French) retrieval models by @antoinelouis. Kudos to him!
- French Embedding Models: https://huggingface.co/collections/antoinelouis/dense-single-vector-bi-encoders-651523c0c75a3d4c44fc864d
- French Reranker Models: https://huggingface.co/collections/antoinelouis/cr... | {
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"raw": "🚀🎭🌟 New Research Alert - SIGGRAPH 2024 (Avatars Collection)! 🌟🎭🚀",
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"lang"... | 🚀🎭🌟 New Research Alert - SIGGRAPH 2024 (Avatars Collection)! 🌟🎭🚀
📄 Title: 3D Gaussian Blendshapes for Head Avatar Animation 🔝
📝 Description: 3D Gaussian Blendshapes for Head Avatar Animation is a novel method for modeling and animating photorealistic head avatars from monocular video input.
👥 Authors: Sheng... | {
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"raw": "🔥 Did you know that you can try out Play.HT 2.0 and OpenVoice V2 on the TTS Arena for free?",
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... | 🔥 Did you know that you can try out Play.HT 2.0 and OpenVoice V2 on the TTS Arena for free?
Enter text and vote on which model is superior!
https://huggingface.co/spaces/TTS-AGI/TTS-Arena | {
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"raw": "Chemllm.org Now transfered to ChemLLM-20B-DPO, Have a try now!🤗",
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] | Chemllm.org Now transfered to ChemLLM-20B-DPO, Have a try now!🤗 | {
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"raw": "mlx_micrograd - mlx port of Karpathy's micrograd- a tiny scalar-valued autograd engine with a small PyTorch-like neural ne... | mlx_micrograd - mlx port of Karpathy's micrograd- a tiny scalar-valued autograd engine with a small PyTorch-like neural network library on top.
https://github.com/Jaykef/mlx_micrograd
Installation
```bash
pip install mlx_micrograd
```
Example usage
Example showing a number of possible supported operations:
```python
f... | {
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"value": "Create and Train Your Own Expert LLM: Generating Synthetic, Fact-Based Datasets with LMStudio/Ollama and then fine-tuning with MLX and Unsloth",
"raw": "Create and Train Your Own Expert LLM: Generating Synthetic, Fact-Based Datasets with LMStudio/Ollama and then fine-tuning w... | Create and Train Your Own Expert LLM: Generating Synthetic, Fact-Based Datasets with LMStudio/Ollama and then fine-tuning with MLX and Unsloth
Hey everyone!
I know there are tons of videos and tutorials out there already but I've noticed a lot of questions popping up in community posts about using synthetic datasets ... | {
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Paper: https://huggingface.co/papers/2405.00004
The paper introduces an innovative approach to improve distributed systems by integrating self-healing nodes with adaptive data sharding. This method leverages advanced concepts like self-r... | {
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When you take a zoomed-out perspective view on the success goals of neural networks, you see they all revolve around the Scaling Laws - empirical observations that performance improves with increased model size, dataset, and compute resources.
The specifics of how these laws apply, va... | {
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I have prepared installer scripts and full tutorials for Windows (requires min 8 GB VRAM GPU), Massed Compute (I suggest this if you don’t have a strong GPU), RunPod and a ... | {
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] | ChemLLM-20B SFT and DPO is coming!🤗 | {
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"lang": nu... | A new dataset for anyone interested in Satellite imagery: 3 million @Satellogic images of unique locations — 6 million images, including location revisits — from around the world under a Creative Commons CC-BY 4.0 license.
Interesting potential in journalism.
https://huggingface.co/datasets/satellogic/EarthView | {
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"label"... | Excited to bring our benchmarking leaderboard of >100 LLM API endpoints to HF!
Speed and price are often just as important as quality when building applications with LLMs. We bring together all the data you need to consider all three when you need to pick a model and API provider.
Coverage:
‣ Quality (Index of evals... | {
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"label": ... | Only 14 languages have DPO preference style datasets on the Hugging Face Hub (https://huggingface.co/spaces/DIBT/preference_data_by_language) Let's improve that! How?
The Cohere For AI Aya dataset https://huggingface.co/datasets/CohereForAI/aya_dataset has human-annotated prompt-completion pairs in 71 languages. We ca... | {
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... | 🚀🚀🚀🚀 Introducing AutoTrain Configs! 🚀🚀🚀🚀
Now you can train models using yaml config files! 💥 These configs are easy to understand and are not at all overwhelming. So, even a person with almost zero knowledge of machine learning can train state of the art models without writing any code. Check out example confi... | {
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"lang"... | 🔍 Today's (self-serving) pick in Interpretability & Analysis of LMs:
A Primer on the Inner Workings of Transformer-based Language Models
by @javifer @gsarti @arianna-bis and M. R. Costa-jussà
(@mt-upc, @GroNLP, @facebook)
This primer can serve as a comprehensive introduction to recent advances in interpretability... | {
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https://huggingface.co/spaces/openlifescienceai/open_medical_llm_leaderboard
It will be interesting to add the results of the just announced Med-Gemini model to the Leaderboard to see how it compares and if its stated 91.1% MedQA benchmark is accurate.
ht... | {
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Check it out here ⤵️
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... | A list of my favorite articles I've written on Hugging Face (the others are kind of mid imo):
https://huggingface.co/blog/AmelieSchreiber/a-new-era-of-enzyme-engineering
https://huggingface.co/blog/AmelieSchreiber/protein-optimization-and-design
https://huggingface.co/blog/AmelieSchreiber/rfdiffusion-potentials
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Any suggestions? | {
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"url": n... | Hello!
The 8B/70B OG Llama-3 models made with the Orthogonal Activation Steering script as been pushed in private.
After multiple test with an empty prompt system, I can confirm it's not uncensored enough, but I wanted to try all the GGUF before (and it take time to do lmao)
If you want to try that yourself, here is ... | {
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... | one thousand Miku ヾ( ˃ᴗ˂ )◞ • *✰
https://huggingface.co/datasets/parsee-mizuhashi/miku
by @parsee-mizuhashi | {
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🔥 What's New:
- Polars integration 🐻❄️
- fsspec support for conversion to JSON, CSV, and Parquet
- Mode parameter for Image feature
- CLI function to convert script-datasets to Parquet
- Dataset.take and Dataset.skip
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Ch... | {
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https://huggingface.co/Severian/Llama-3-IMPACTS-2x8B-64k-MLXF
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💻Code: https://github.com/sail-sg/sailcraft
🤗Model: https://huggingface.co/collections/sail/sailor-language-models-65e19a749f978976f19598... | {
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📂Huggingface for Android ➡️
🪶Median ( Go Native ) Plugin :
version 0.0.1
🚀 https://huggingface.co/spaces/prithivMLmods/Huggingface-Android-App | {
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... | A Careful Examination of Large Language Model Performance on Grade School Arithmetic
https://huggingface.co/papers/2405.00332
Large language models (LLMs) have achieved impressive success on many benchmarks for mathematical reasoning. However, there is growing concern that some of this performance actually reflects d... | {
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"lang"... | 🚀 Just released version 0.23.0 of the huggingface_hub Python library!
Exciting updates include:
📁 Seamless download to local dir!
💡 Grammar and Tools in InferenceClient!
🌐 Documentation full translated to Korean!
👥 User API: get likes, upvotes, nb of repos, etc.!
🧩 Better model cards and encoding for ModelHubMi... | {
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... | Full parameter fine-tuning of the LLaMA-3 8B model using a single GTX 3090 GPU with 24GB of graphics memory?
Please check out our tool for fine-tuning, inferencing, and evaluating GreenBitAI's low-bit LLMs:
https://github.com/GreenBitAI/green-bit-llm
Model Zoo:
https://huggingface.co/GreenBitAI | {
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"raw": ... | 🔥Motion Latent Consistency Model🔥
Introducing MotionLCM💃, controlling and generating a motion in milliseconds!
Huggingface Space:
https://huggingface.co/spaces/wxDai/MotionLCM
Huggingface Paper:
https://huggingface.co/papers/2404.19759
Project page: https://dai-wenxun.github.io/MotionLCM-page/
Paper: https://a... | {
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"v... | Custom pipelines and components in Diffusers 🎸
Wanted to use customized pipelines and other components (schedulers, unets, text encoders, etc.) in Diffusers?
Found it inflexible?
Since the first dawn on earth, we have supported loading custom pipelines via a `custom_pipeline` argument 🌄
These pipelines are infer... | {
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"r... | When I read the KAN paper, I see physicists casually making fun of the uncertainties in MLPs or Neural nets as a whole:
- "The philosophy here is close to the mindset of physicists, who often care more about typical cases rather than worst cases" lol this went hard on NNs
- "Finite grid size can approximate the funct... | {
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"resou... | TGI v2.0.2 is out!
- New models (idefics2, phi3)
- Cleaner VLM support in the openai layer
- Upgraded to pytorch 2.3.0
https://github.com/huggingface/text-generation-inference/releases/tag/v2.0.2
Kudos @Narsil @olivierdehaene @drbh and so many contributors!
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"la... | Okay, first pass over KAN: Kolmogorov–Arnold Networks, it looks very interesting!
Interpretability of KAN model:
May be considered mostly as a safety issue these days, but it can also be used as a form of interaction between the user and a model, as this paper argues and I think they make a valid point here. With MLP... | {
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... | 🪽 New FluentlyXL V4!
🤗 Finally the model came out, it turned out great, we worked on contrast, realism and anatomy.
👨💻 Model page: https://huggingface.co/fluently/Fluently-XL-v4
🦾 You can try it here: https://huggingface.co/spaces/fluently/Fluently-Playground | {
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"lang"... | Can you create domain-specific synthetic datasets in under 20 minutes?
@burtenshaw recently launched the Domain Specific Dataset Project as part of Data is Better Together. As part of this, Ben created a Space that you can use to define some key perspectives and concepts from a domain. This seed dataset can then be us... | {
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"value": "If you are a debate fan or did this as an extracurricular activity as a kid, you might have fun with this demo - debate bot. Debate against AI/RAG:",
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"raw": "New conversation in our Journalists on Hugging Face community: Exploring auto-tagging articles for taxonomy.",
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"u... | New conversation in our Journalists on Hugging Face community: Exploring auto-tagging articles for taxonomy.
I've shared insights from my previous experience with fine-tuning a model for a classification task. But has anyone built a similar use case? Or are you seeking a solution for this task too? Join the discussion... | {
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... | Octopus v4
Graph of language models
https://huggingface.co/papers/2404.19296
Language models have been effective in a wide range of applications, yet the most sophisticated models are often proprietary. For example, GPT-4 by OpenAI and various models by Anthropic are expensive and consume substantial energy. In cont... | {
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"resource"... | Hello Community,
Would you like to see Illusion Diffusion in Video format. https://huggingface.co/spaces/AP123/IllusionDiffusion
Let me Know. | {
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"u... | Dear all,
We are happy to share that we have just open-sourced over 200 low-bit LLMs. For the MLX community, we have prepared 2-4 bit versions of mainstream LLMs. You can visit the following collection to access them: https://huggingface.co/collections/GreenBitAI/greenbitai-mlx-llm-6614eb6ceb8da657c2b4ed58.
These lo... | {
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"href": ... | two new VLM benchmarks! 🤩
BLINK: evaluates tasks that humans can solve within a blink 👀 https://huggingface.co/datasets/BLINK-Benchmark/BLINK
SEED-2-Plus: multichoice questions on charts, maps, webs 😍 https://huggingface.co/datasets/AILab-CVC/SEED-Bench-2-plus | {
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... | text-generation-inference 2.0.2 is out.
- Native support for Idefics2, with much better efficiency than llava 1.6 (next) !
Phi3, Increase VLM support in the openai layer.
Release notes https://github.com/huggingface/text-generation-inference/releases/tag/v2.0.2 | {
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... | 🚀🎭🌟 New Research Alert - CVPR 2024 (Avatars Collection)! 🌟🎭🚀
📄 Title: EMOPortraits: Emotion-enhanced Multimodal One-shot Head Avatars 🔝
📝 Description: EMOPortraits is an enhanced multimodal one-shot head avatar model that achieves SOTA performance in emotion transfer and audio-driven facial animation tasks by... | {
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"url... | Really excited to read about Kolmogorov Arnold Networks as a novel alternatives to Multi Layer Perceptrons.
Excerpt:
> Kolmogorov-Arnold Networks (KANs) are promising alternatives of Multi-Layer Perceptrons (MLPs). KANs have strong mathematical foundations just like MLPs: MLPs are based on the universal approximation ... | {
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We are all familiar with the concept of a suite of models being a series of variants of a certain model that differ mainly in size. For example, Llama-2 7B, Llama-2 13B, Llama-2 70B
But this is not always the case. Researchers from The University of Oxford, The Alan Turing I... | {
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... | 2024-04-30T21:12:26.000Z | 2024-04-30T22:23:38.823Z | [
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📃the most interesting thing about it is that you can use the FAISS index in the datasets library to retrieve your most similar documents.
🔗https://huggingface.co/blog/not-lain/rag-cha... | {
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"lang"... | Excited to launch two new SOTA text-to-speech models on the TTS Arena:
- OpenVoice V2
- Play.HT 2.0
𝗔𝗯𝗼𝘂𝘁 𝘁𝗵𝗲 𝗧𝗧𝗦 𝗔𝗿𝗲𝗻𝗮
The TTS Arena is an open sourced Arena where you can enter a prompt, have two models generate speech, and vote on which one is superior.
We compile the results from the votes into ... | {
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Hyper-SDXL-8steps-CFG-LoRA: https://huggingface.co/ByteDance/Hyper-SD/blob/main/Hyper-SDXL-8steps-CFG-lora.safetensors
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"resou... | OpenELM in Core ML
Apple recently released a set of efficient LLMs in sizes varying between 270M and 3B parameters. Their quality, according to benchmarks, is similar to OLMo models of comparable size, but they required half the pre-training tokens because they use layer-wise scaling, where the number of attention hea... | {
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We've launched the PECC benchmark to challenge chat models in code generation, drawing from the Advent of Code for programming tasks and the Euler Project for math-heavy challenges. This new task tests models with problems presented in both detailed prose a... | {
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"type": "new_line"... | Introducing JARVIS Tony's voice assistant for You.
JARVIS responds to all your questions in audio format.
Must TRY -> https://huggingface.co/spaces/KingNish/JARVIS
Jarvis is currently equipped to accept text input and provide audio output.
In the future, it may also support audio input.
DEMO Video:
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"value": "I've built a custom component that integrates Rerun web viewer with Gradio, making it easier to share your demos as Gradio apps.",
"raw": "I've built a custom component that integrates Rerun web viewer with Gradio, making it easier to share your demos as Gradio apps.",
"h... | I've built a custom component that integrates Rerun web viewer with Gradio, making it easier to share your demos as Gradio apps.
Basic snippet
```
# pip install gradio_rerun gradio
import gradio as gr
from gradio_rerun import Rerun
gr.Interface(
inputs=gr.File(file_count="multiple", type="filepath"),
outputs=... | {
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649395735581384 | [
{
"type": "text",
"value": "💰❌ 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐯𝐞𝐫𝐲 𝐆𝐏𝐔 𝐏𝐨𝐨𝐫 - 𝐒𝐜𝐚𝐥𝐢𝐧𝐠 𝐥𝐚𝐰𝐬 𝐫𝐞𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧",
"raw": "💰❌ 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐯𝐞𝐫𝐲 𝐆𝐏𝐔 𝐏𝐨𝐨𝐫 - 𝐒𝐜𝐚𝐥𝐢𝐧𝐠 𝐥𝐚𝐰𝐬 𝐫𝐞𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧",
"href": null,
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"u... | 💰❌ 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐯𝐞𝐫𝐲 𝐆𝐏𝐔 𝐏𝐨𝐨𝐫 - 𝐒𝐜𝐚𝐥𝐢𝐧𝐠 𝐥𝐚𝐰𝐬 𝐫𝐞𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧
🎆 Good news: 𝘆𝗼𝘂 𝗰𝗮𝗻 𝗱𝗼 𝗰𝘂𝘁𝘁𝗶𝗻𝗴-𝗲𝗱𝗴𝗲 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝘄𝗶𝘁𝗵 𝗮 𝗰𝗮𝗹𝗰𝘂𝗹𝗮𝘁𝗼𝗿 𝗮𝗻𝗱 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗣𝗮𝗶𝗻𝘁 𝟮𝟬𝟬𝟲!
The Chinchilla experiments (by Google DeepMind) ran hun... | {
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Did you know you can force your LLM to ALWAYS generate a valid JSON file? Or to follow a well-defined answer template? You can do that and more with th... | {
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"raw": "The hype is real: a mysterious gpt2-chatbot model has appeared on the LLM Arena Leaderboard 👀.",
"href": null,
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"code": nul... | The hype is real: a mysterious gpt2-chatbot model has appeared on the LLM Arena Leaderboard 👀.
It seems to be at least on par with the top performing models (closed and open).
To try it out: https://chat.lmsys.org/ -> then click on the Direct Chat tab and select gpt2-chatbot.
Take your bet, what do you think it is? | {
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913380882014567 | [
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"raw": "Should media organizations strike deals with big tech companies? Here are two colliding news stories about licensing:",
"href": null,
"resou... | Should media organizations strike deals with big tech companies? Here are two colliding news stories about licensing:
1. The Financial Times has secured a licensing agreement with OpenAI to license its material both for training and queries on ChatGPT. It is the fifth such deal, following similar agreements with Assoc... | {
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"raw": "Am I the only one who think command-r-+ is a better daily Assistant than ChatGPT-4? (and it's not even close :D)",
"href": null,
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347850352738963 | [
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"value": "#ICLR 2024 is almost there 🔥🔥🔥 counting the days to be again in the beautiful city of Vienna participating in the The Twelfth International Conference on Learning Representations, hope to see many of the Hugging Face comunity there!",
"raw": "#ICLR 2024 is almost there 🔥�... | #ICLR 2024 is almost there 🔥🔥🔥 counting the days to be again in the beautiful city of Vienna participating in the The Twelfth International Conference on Learning Representations, hope to see many of the Hugging Face comunity there!
I would like to contribute 🎁 by releasing the second Knowledge Vault, with 100 lec... | {
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771789672419906 | [
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"raw": "If you are into video generation you should check this great Space by ",
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"lang"... | If you are into video generation you should check this great Space by @KingNish - generate videos in ~10 seconds!
https://huggingface.co/spaces/KingNish/Instant-Video | {
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... | https://arxiv.org/pdf/2402.06852
Technical report for ChemLLM 1.5 released.🤗 | {
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https://huggingface.co/spaces/gojiteji/VTuberLogoGenerator
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repo: https://github.com/Jaykef/mlx-rag-gguf
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Enabling Early Exit Inference and Self-Speculative Decoding
https://huggingface.co/papers/2404.16710
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Love HF so much 🤗❤️ | {
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Hf-demo : https://huggingface.co/spaces/ameerazam08/Paper-Leader... | {
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