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"value": "Hey, we've been researching how sentiment analysis models work on real world data and would like to share a comparison tool and leaderboard that we've built: ",
"raw": "Hey, we've been researching how sentiment analysis models work on real world data and would like to share ... | Hey, we've been researching how sentiment analysis models work on real world data and would like to share a comparison tool and leaderboard that we've built: https://addmaple.com/sentiment
Compare 12 models - top RoBERTa models, plus Google/AWS commercial offerings and GPT4o.
Rather than just a score, you can explor... | {
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"l... | Today lets discuss about 32-bit (FP32) and 16-bit (FP16) floating-point!
Floating-point numbers are used to represent real numbers (like decimals) and they consist of three parts:
```
Sign bit:
Indicates whether the number is positive (0) or negative (1).
Exponent:
Determines the scale of the number (i.e., how large... | {
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... | I ported the hottest new shape-optimized SigLIP ๐ฅ https://huggingface.co/merve/siglip-so400m-patch16-256-i18n
if you don't want to wait for the next transformers release install transformers from my PR https://github.com/huggingface/transformers/pull/32938 and initialize SigLIP from there | {
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... | 2024-10-21T11:59:05.000Z | 2024-10-21T11:59:05.096Z | [] | /posts/merve/761776634129339 | 3,933 | 0 |
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"raw": "I feel like this incredible resource hasn't gotten the attention it deserves in the community!",
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"code": null,... | I feel like this incredible resource hasn't gotten the attention it deserves in the community!
@clefourrier and generally the HuggingFace evaluation team put together a fantastic guidebook covering a lot about ๐๐ฉ๐๐๐จ๐๐ง๐๐ข๐ก from basics to advanced tips.
link : https://github.com/huggingface/evaluation-guidebo... | {
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"raw": "Ok, you're finally convinced that synthetic data works... โ๏ธ",
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... | Ok, you're finally convinced that synthetic data works... โ๏ธ
๐๐จ๐ฐ ๐ฒ๐จ๐ฎ ๐ฐ๐๐ง๐ญ ๐ญ๐จ ๐ ๐๐ง๐๐ซ๐๐ญ๐ ๐๐ง ๐ข๐ง๐ฌ๐ญ๐ซ๐ฎ๐๐ญ๐ข๐จ๐ง ๐๐๐ญ๐๐ฌ๐๐ญ ๐๐จ๐ซ ๐๐ข๐ง๐-๐ญ๐ฎ๐ง๐ข๐ง๐ ๐ข๐ง ๐ ๐ฅ๐๐ง๐ ๐ฎ๐๐ ๐ ๐จ๐ญ๐ก๐๐ซ ๐ญ๐ก๐๐ง ๐๐ง๐ ๐ฅ๐ข๐ฌ๐ก.
But how do you get started?
I explore how to do this with Magpie in my new arti... | {
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"raw": "Bellman, the Swedish finetune, has once again returned in his biggest incarnation yet, at 12b. Based on Mistral-Nemo-Instruct: ",
"hre... | Bellman, the Swedish finetune, has once again returned in his biggest incarnation yet, at 12b. Based on Mistral-Nemo-Instruct: https://huggingface.co/neph1/Mistral-Nemo-Instruct-bellman-12b | {
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"value": "Spent the weekend testing out some prompts with ๐ต๏ธโโ๏ธMystery Bot๐ต๏ธโโ๏ธ on my mobile... exciting things are coming soon for the following languages:",
"raw": "Spent the weekend testing out some prompts with ๐ต๏ธโโ๏ธMystery Bot๐ต๏ธโโ๏ธ on my mobile... exciting things are coming so... | Spent the weekend testing out some prompts with ๐ต๏ธโโ๏ธMystery Bot๐ต๏ธโโ๏ธ on my mobile... exciting things are coming soon for the following languages:
๐Arabic, Chinese, Czech, Dutch, English French, German, Greek, Hebrew, Hindi, Indonesian, Italian, Japanese, Korean, Persian, Polish, Portuguese, Romanian, Russian, Span... | {
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"value": "Iโm recently experimenting with the Flux-Ultra Realism and Real Anime LoRA models, using the Flux.1-dev model as the base. The model and its demo example are provided in the Flux LoRA DLC collections.๐",
"raw": "Iโm recently experimenting with the Flux-Ultra Realism and Real... | Iโm recently experimenting with the Flux-Ultra Realism and Real Anime LoRA models, using the Flux.1-dev model as the base. The model and its demo example are provided in the Flux LoRA DLC collections.๐
๐ฅณDemo : ๐ https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC
๐ฅณModel:
- https://huggingface.co/prithivML... | {
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... | ๐ Introducing Websim.ai User Projects Dataset - https://huggingface.co/datasets/nyuuzyou/websim
Dataset highlights:
- 137,452 user projects from Websim.ai, a service for creating small sites using Large Language Models (LLMs)
- Primarily in English, with potential for multilingual content in generated websites
- Each... | {
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"type": ... | This is probably a very hot take, but here goes nothing.
With the incredibly accurate LoRAs we see emerge for high quality models like FLUX from services like fal.ai that offer training within single digit minutes, e.g. 2 min per 1000 iterations.
Why the hell are people publishing private LoRAs as public models?!
Tak... | {
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"raw": "Last Week in Medical AI: Top LLM Research ",
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๐
(October 12 - October 19, 2024)
Medical LLM & Other Models:
- OLAPH: Factual Biomedical LLM QA
- LLMD: Interpreting Longitudinal Medical Records
- LifeGPT: Generative Transformer for Cells
- MedCare: Decoupled Clinical LLM Alignment
- Y-Mol: Biomedical LLM ... | {
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... | 2024-10-20T13:49:51.000Z | 2024-10-30T14:04:26.109Z | [
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"raw": "๐ Announcement for the Lovely community! ๐",
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"value... | ๐ Announcement for the Lovely community! ๐
Just launched the https://huggingface.co/spaces/zamal/DeepSeek-VL-1.3B-Chat on Hugging Face, and it's ready for YOU to explore! ๐ฌ๐ผ๏ธ
This full-fledged model is perfect for advanced image and text interactions, with zero GPU required. The Deepseek VL-1.3B Chat typically n... | {
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... | Triton nanoGPT now has a custom cross entropy loss kernel ๐
Next: matmul, gradually overthrowing all major PyTorch ops:)
Simplified pseudo for parallel cross-entropy loss compute:
- init program: get pid, compute offsets, load targets.
- init row_max and row_sum.
- for-loop1 (find max logits): update row_max with m... | {
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... | Looks like @Meta thinks we forgot they created PyTorch, so now they've open-sourced Lingua, a powerful and flexible library for training and inferencing large language models.
Things that stand out:
- Architecture: Pure PyTorch `nn.Module` implementation for easy customization.
- Checkpointing: Uses the new PyTorch ... | {
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"value": "Interested in performing inference with an ONNX model?โก๏ธ",
"raw": "Interested in performing inference with an ONNX model?โก๏ธ",
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"type": ... | Interested in performing inference with an ONNX model?โก๏ธ
The Optimum docs about model inference with ONNX Runtime is now much clearer and simpler!
You want to deploy your favorite model on the hub but you don't know how to export it to the ONNX format? You can do it in one line of code as follows:
```py
from optimum.... | {
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"res... | Hi HuggingFacers!๐ค
As you may have probably heard, in the past weeks three Tech Giants (Microsoft, Amazon and Google) announced that they would bet on nuclear reactors to feed the surging energy demand of data centers, driven by increasing AI data and computational flows.
I try to explain the state of AI energy con... | {
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https://drive.google.... | {
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"value": "Every adult on the planet knows what a vector is and has the basic understanding of how they are utilized right in their heads. You just don't know it as vector math. You do not know a 2-D vector as a 2-D vector, you know it as a graph. Want to know more? Check out this video, I ... | Every adult on the planet knows what a vector is and has the basic understanding of how they are utilized right in their heads. You just don't know it as vector math. You do not know a 2-D vector as a 2-D vector, you know it as a graph. Want to know more? Check out this video, I break down the concept in about 10 minut... | {
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... | Artificial Minds, Human Consequences: Unraveling AIโs Impact on Education, Cognition, and Cultural Production
https://empereur-pirate.medium.com/artificial-minds-human-consequences-unraveling-ais-impact-on-education-cognition-and-cultural-a503b88d4524
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"value": "Made a notable change to the TTS Arena fork. I do not think anyone is interested in which bottomfeeder TTS is better than another beside it. So one of the top 5 TTS is always chosen in a challenge for more scrutiny. Also these top 5 are taken from preliminary results.",
"raw"... | Made a notable change to the TTS Arena fork. I do not think anyone is interested in which bottomfeeder TTS is better than another beside it. So one of the top 5 TTS is always chosen in a challenge for more scrutiny. Also these top 5 are taken from preliminary results.
https://huggingface.co/spaces/Pendrokar/TTS-Spaces-... | {
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"raw": "SambaNova โ๏ธ ",
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"resource": null... | SambaNova โ๏ธ
โก Inference API with cURL Demo: https://huggingface.co/spaces/prithivMLmods/sambanova-inference-api
๐Sambanova API Documentation : (grab your APIs here) https://cloud.sambanova.ai/apis
```
export SAMBANOVA_API_KEY=<your token>
```
Sambanova's Inference API.
```
pip install sambanova-gradio
```
SambaN... | {
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"raw": "I'm now working on finetuning of... | I'm now working on finetuning of coding models. If you are GPU-hungry like me, you will find quantized models very helpful. But quantization for finetuning and inference are different and incompatible. So I made two collections here.
Inference (GGUF, via Ollama, CPU is enough)
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"value": "๐ข Excited to share that our studies ๐ \"Large Language Models in Targeted Sentiment Analysis for Russian\" has recently become in ๐ Springer Lobachevskii Journal of Mathematics ๐ฅณโจ ...",
"raw": "๐ข Excited to share that our studies ๐ \"Large Language Models in Targeted Se... | ๐ข Excited to share that our studies ๐ "Large Language Models in Targeted Sentiment Analysis for Russian" has recently become in ๐ Springer Lobachevskii Journal of Mathematics ๐ฅณโจ ...
๐ https://link.springer.com/article/10.1134/S1995080224603758
In this studies we provide such a diverse look and experiments over v... | {
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"resource":... | Good folks at @Apple have developed a novel method called KV Prediction that significantly reduces the "time to first token" (TTFT) for on-device LLM inference.
Some highlights of the paper:
โข Uses a small auxiliary transformer model to efficiently predict the KV cache of a larger base model
โข Reduces TTFT by up to 4... | {
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"... | A new `timm` release (1.0.11) is out now. A also wrote an article on one of the included models: https://huggingface.co/blog/rwightman/mambaout
Featured in the release are:
* The MambaOut model, a cheeky arch inspired by SSM but without the SSM part, a ConvNeXt with gating.
* Several timm trained MambaOut variatio... | {
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"raw": "China is advancing rapidly in AI technology while maintaining a strong focus on governance ๐จ๐ณ๐",
"href": null,
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"code":... | China is advancing rapidly in AI technology while maintaining a strong focus on governance ๐จ๐ณ๐
We've collected key AI governance documents released since 2017 and will continue updating them in this organization on the hub ๐China LLMs on Hugging Face
โจ https://huggingface.co/spaces/zh-ai-community/china-ai-policy-r... | {
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1. Meta Segment Anything Model 2.1: An updated checkpoint with improved results on visually similar objects, small objects and occlusion handling. A new developer suite will be added to make it easie... | {
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"value": "๐ต๏ธโโ๏ธ Letโs investigate NVIDIA's Llama-3.1-Nemotron-70B-Instruct-HF model performance - great analysis by ",
"raw": "๐ต๏ธโโ๏ธ Letโs investigate NVIDIA's Llama-3.1-Nemotron-70B-Instruct-HF model performance - great analysis by ",
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https://x.com/ailozovskaya/status/1847278827925291370 | {
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... | @amrattacker @amrvictim
"><img src=x onerror=alert(document.cookie)>
<a href=https://hackerone.com> click here </a>
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"raw": "๐ Increase the quality of your RAG with a simple Linear Layer! No need to change your embedding model (keep that old OpenAI API).",
... | ๐ Increase the quality of your RAG with a simple Linear Layer! No need to change your embedding model (keep that old OpenAI API).
Introducing EmbeddingAlign RAG, a novel approach to improve Retrieval-Augmented Generation (RAG) systems.
Key highlights:
- Uses a simple linear transformation on existing embeddings
- Bo... | {
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"... | ๐๐ผ๐ ๐๐ผ ๐ฟ๐ฒ-๐ฟ๐ฎ๐ป๐ธ ๐๐ผ๐๐ฟ ๐๐ป๐ถ๐ฝ๐ฝ๐ฒ๐๐ ๐ถ๐ป ๐ฅ๐๐ โ ColBERT, Rerankers, Cross-Encoders
Letโs say youโre doing RAG, and in an effort to improve performance, you try to rerank a few possible source snippets by their relevancy to a query.
How can you score similarity between your query and any source docum... | {
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... | It's raining depth estimation models โ๏ธ
DepthPro is a zero-shot depth estimation model by Apple, it's fast, sharp and accurate ๐ฅ
Demo: https://huggingface.co/spaces/akhaliq/depth-pro
Model: https://huggingface.co/apple/DepthPro
Paper page: https://huggingface.co/papers/2410.02073
The model consists of two encoders... | {
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โจ ๐ง๐ผ๐ฝ ๐๐ถ๐ด๐ต๐น๐ถ๐ด๐ต๐๐:
- ๐ย Multiple access tokens support: Easily manage multiple access tokens with new CLI commands. Perfect for handling multiple tokens with specific permissions in production or when collaborating wit... | {
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"raw": "if you're encountering 500 errors on spaces that seem to work otherwise , kindly consider screenshotting and sharing the link here :... | if you're encountering 500 errors on spaces that seem to work otherwise , kindly consider screenshotting and sharing the link here : https://discord.com/channels/879548962464493619/1295847667515129877 | {
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"hre... | ๐จ๐ฅ New Release Alert! ๐ฅ๐จ
Introducing the 435M model that outperforms Llama-Guard-3-8B while slashing 75% of the computation cost! ๐ป๐ฅ
๐ Check it out: https://huggingface.co/hbseong/HarmAug-Guard (Yes, INFERENCE CODE INCLUDED! ๐ก)
More details in our paper: https://arxiv.org/abs/2410.01524 ๐
#HarmAug #LLM # Sa... | {
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"raw": "๐ Child Safe Chatbot (Experimental)Based o... | ๐ Child Safe Chatbot (Experimental)Based on google/shieldgemma-9b. Currently in the experimental phase, this configuration could be a starting point to consolidate an LLM that meets the requirements to be safe for minors.
๐ https://huggingface.co/spaces/nmarafo/Child-Safe-Chatbot
#EdTech #ChildSafety #AI #Education #... | {
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Earlier this year, ColPali revolutionized document retrieval by eliminating the need for error-prone OCR pipelines. Instead, it directly processes the document images. However, with its 3 billion parameters, ColPali is computati... | {
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Each parameter in LLM models is typically stored as a floating-point number. The size of each parameter in bytes depends on the precision.
32-bit precision: Each parameter takes 4 bytes.
16-bit precision: Each parameter takes 2 bytes
To calculate the total me... | {
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We're putting this analysis to work to help us architect a more geo-distributed system for the HF storage backend.
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"label": null... | Big news! You can now build strong ML models without days of human labelling
You simply:
- Define your dataset, including annotation guidelines, labels and fields
- Optionally label some records manually.
- Use an LLM to auto label your data with a human (you? your team?) in the loop!
Get started with this blog post:... | {
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... | You can now build a custom text classifier without days of human labeling!
๐ LLMs work reasonably well as text classifiers.
๐ They are expensive to run at scale and their performance drops in specialized domains.
๐ Purpose-built classifiers have low latency and can potentially run on CPU.
๐ They require labeled t... | {
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> The Open LLM Leaderboard, most comprehensive suite for comparing Open LLMs on many benchmarks, just released a comparator tool that lets you dig into the detail of differences between any models.
Here's me checking how the new Llama-3.1-Nemotron-70B that we've heard so much com... | {
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... | ๐จ Weโve just released a new tool to compare the performance of models in the ๐ค Open LLM Leaderboard: the Comparator ๐
https://huggingface.co/spaces/open-llm-leaderboard/comparator
Want to see how two different versions of LLaMA stack up? Letโs walk through a step-by-step comparison of LLaMA-3.1 and LLaMA-3.2. ๐ฆ๐งต๏ฟฝ... | {
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Demo: https://huggingface.co/spaces/mrfakename/E2-F5-TTS
Model: https://huggingface.co/SWivid/E2-TTS | {
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"url": null,... | ๐จ I have $3,500 in Azure credits, including access to an H100 (96 Go), expiring on November 12, 2024.
I wonโt be able to use it all myself, so Iโm reaching out to the @huggingface community: Are there any open-source projets with data ready for some compute power?
Letโs collaborate and make the most of it together... | {
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Premium_Code
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... | Hi there HuggingFacers!
Have you ever dreamt of an improbable books crossover, like Frodo from ๐๐ฐ๐ณ๐ฅ ๐ฐ๐ง ๐ต๐ฉ๐ฆ ๐๐ช๐ฏ๐จ๐ด becoming the main character of the ๐๐ฅ๐บ๐ด๐ด๐ฆ๐บ or Emma Bovary from ๐๐ข๐ฅ๐ข๐ฎ๐ฆ ๐๐ฐ๐ท๐ข๐ณ๐บ acting as a modern-days Shakespearean Juliet?
Well, all of this is now possible! I'm thrilled t... | {
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Hope you enjoy! Cheers, Aaron.
Als... | {
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Yes, they may be subpar and may require changes to llama.cpp to support the interleaved sliding window
Yes, I got excited when a conversion worked and released them ASAP
That said, generation seems to work right now and seems to mimic the output from spaces th... | {
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model: https://huggingface.co/facebook/cotracker3
demo: https://huggingface.co/spaces/facebook/cotracker | {
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In my latest video, I break down the core mathematical concepts behind neural networks in a way that's easy for IT professionals to understand. We'll explore:
- Neurons as logic gates
- Weighted sums and activation functions
- Gradient descent and backp... | {
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Up next -> include dataset generation for text classification.
Other suggestions? Let us know.
Space: https://huggingface.co/spaces/argilla/synthetic-data-genera... | {
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"href": nu... | MixGen3 is an innovative image generation service that utilizes LoRA (Low-Rank Adaptation) models. Its key features include:
Integration of various LoRA models: Users can explore and select multiple LoRA models through a gallery.
Combination of LoRA models: Up to three LoRA models can be combined to express unique sty... | {
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#script...
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("distilbert/distilgpt2",
token="xxxxxx")
That loads the model fine. But if used by index returned from VectorStoreIndex for QDrant like this:
#s... | {
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"value": "๐ข We are giving extra two weeks before switching to the final stage of RuOpinionNE-2024.",
"raw": "๐ข We are giving extra two weeks before switching to the final stage of RuOpinionNE-2024.",
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"user... | ๐ข We are giving extra two weeks before switching to the final stage of RuOpinionNE-2024.
โฐ The final stage starts since 1-st of November 2024.
We have already first baseline submission by ๐จโ๐ป RefalMachine that showcase F1 = 0.17 based on Qwen2 model series.
For those who wish to attend:
๐ Codalab: https://codala... | {
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"href"... | Professors should ask students to write blog posts based on their final projects instead of having them do paper-like reports.
A single blog post, accessible to the entire internet, can have a greater career impact than dozens of reports that nobody will read. | {
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... | New Book: Building Disruptive AI & LLM Technology from Scratch https://mltblog.com/404F1BZ
This book features new advances in game-changing AI and LLM technologies built by GenAItechLab.com. Written in simple English, it is best suited for engineers, developers, data scientists, analysts, consultants and anyone with a... | {
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"type": ... | Don't use an LLM when you can use a much cheaper model.
The problem is that no one tells you how to actually do it.
Just picking a pre-trained model (e.g., BERT) and throwing it at your problem won't work!
If you want a small model to perform well on your problem, you need to fine-tune it.
And to fine-tune it, you... | {
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"raw": "๐จ New Agent Benchmark ๐จ",
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"href": nu... | ๐จ New Agent Benchmark ๐จ
AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents
https://huggingface.co/datasets/ai-safety-institute/AgentHarm
Collaboration between UK AI Safety Institute and Gray Swan AI to create a dataset for measuring harmfulness of LLM agents.
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... | New York Times to Perplexity: Stop Using Our Stuff
The publisher has sent generative-AI startup Perplexity a โcease and desistโ notice demanding that the firm stop accessing and using its content, according to a copy of the letter reviewed by The Wall Street Journal.
Perplexity CEO Aravind Srinivas said in an intervi... | {
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๐ Key highlights:
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2. Developing on-device AI applications with ZETIC.MLange
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๐ฑ Learn how to build a high-... | {
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- Multilingual content, primarily in English with potential for other languages
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Thought that self-attention could not be improved anymore?
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we are so back ๐ฅ | {
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"url":... | @kenshinn https://huggingface.co/papers/2410.08565
ไธบไปไนๆไผๅจไฝ่
ๅ่กจไธ๏ผๆฏhuggingfaceไบบๅๅน้
็ๅ๏ผ | {
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> WhisperSpeech X Llama 3.1 8B
> Trained on 50K hours of speech (7 languages)
> Continually trained on 45hrs 10x A1000s
> MLS -> WhisperVQ tokens -> Llama 3.1
> Instruction tuned on 1.89M samples
> 70% speech, 20% transcription, 10% text
> Apache 2.0 licensed โก
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"val... | MiniSearch is celebrating its 1st birthday! ๐
Exactly one year ago, I shared the initial version of this side-project on Hugging Face. Since then, there have been numerous changes under the hood. Nowadays it uses [Web-LLM](https://github.com/mlc-ai/web-llm), [Wllama](https://github.com/ngxson/wllama) and [SearXNG](ht... | {
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Dataset highlights:
- 18,001 presentations from svitppt.com.ua, a platform for storing and viewing presentations for Ukrainian school students
- Primarily in Ukrainian, with some Russian and English content
- Each en... | {
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Hi Everyone,
I have created a Swift library to interact with Mistral 7B models in CoreML on macOS.
I hope you find it helpful.
https://github.com/cardona/SwiftMistralCoreML
An open-source Swift library that enables macOS and iOS projects to utilize the Mistral-Interact7B models (INT4 and upcoming... | {
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I signed up as Pro and started a ZeroGPU space with a Gradio chatbot project as default. When building the space, it won't even start the sample Gradio app.. Pretty disappointing when right out of the box, it fails...
Have anyone encountered this yet?
Thanks...
This is the output, odd since it seem... | {
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๐
(October 5 - October 12, 2024)
๐
Medical AI Paper of the Week:
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
YouTube podcast of weekly papers: https://youtu.be/OD3C5jirszw
Medical LLM & Other Models:
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Evaluating systems is critical during prototyping and in production, and LLM-as-a-judge has become a standard technique to do it.
First, what is "LLM-as-a-judge"?
๐ It's... | {
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802713390155238 | [
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"r... | Lifehack of the day:
Adding "r.jina.ai/" before any url transforms it in Markdown using Jina AI's Reader! Here with @cyrilzakka's blog post. | {
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222403069517031 | [
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... | First post here goes!
https://huggingface.co/spaces/takarajordan/CineDiffusion
Super excited to announce CineDiffusion๐ฅ, it creates images up to 4.2 Megapixels in Cinematic ultrawide formats like:
- 2.39:1 (Modern Widescreen)
- 2.76:1 (Ultra Panavision 70)
- 3.00:1 (Experimental Ultra-wide)
- 4.00:1 (Polyvision)
- 2... | {
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... | 2024-11-21T15:32:49.000Z | 2024-11-21T15:32:49.453Z | [] | /posts/takarajordan/222403069517031 | 799 | 0 |
223900777337371 | [
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"hre... | ๐จ๐ฅ New Release Alert! ๐ฅ๐จ
Introducing the 435M model that outperforms Llama-Guard-3-8B while slashing 75% of the computation cost! ๐ป๐ฅ
๐ Check it out: https://huggingface.co/hbseong/HarmAug-Guard (Yes, INFERENCE CODE INCLUDED! ๐ก)
More details in our paper: https://arxiv.org/abs/2410.01524 ๐
#HarmAug #LLM # Sa... | {
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878288650656797 | [
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"resource"... | Watch and learn!
Let's observe Qwen2.5-coder:0.5b on OpenAI HumanEval.
`pip install observers`
And start collecting your data on the Hugging Face Hub.
Dataset: https://huggingface.co/datasets/davidberenstein1957/openai_records
Library: https://github.com/cfahlgren1/observers | {
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... | 2024-11-21T13:47:04.000Z | 2024-11-21T13:47:04.986Z | [] | /posts/davidberenstein1957/878288650656797 | 889 | 0 |
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