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Arabic NLP

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alielfilali01Β  authored a paper 9 months ago
Leveraging Corpus Metadata to Detect Template-based Translation: An Exploratory Case Study of the Egyptian Arabic Wikipedia Edition
nouamanetaziΒ  authored a paper 10 months ago
StarCoder 2 and The Stack v2: The Next Generation
painΒ  authored a paper 12 months ago
Design of Arabic Sign Language Recognition Model
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M-A-D's activity

alielfilali01Β 
posted an update 10 days ago
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Unpopular opinion: Open Source takes courage to do !

Not everyone is brave enough to release what they have done (the way they've done it) to the wild to be judged !
It really requires a high level of "knowing wth are you doing" ! It's kind of a super power !

Cheers to the heroes here who see this!
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alielfilali01Β 
posted an update 14 days ago
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Apparently i forgot to put this here !

Well, this is a bit late but consider given our recent blog a read if you are interested in Evaluation.

You don't have to be into Arabic NLP in order to read it, the main contribution we are introducing is a new evaluation measure for NLG. We made the fisrt application of this measure on Arabic for now and we will be working with colleagues from the community to expand it to other languages.

Blog:
Rethinking LLM Evaluation with 3C3H: AraGen Benchmark and Leaderboard
https://huggingface.co/blog/leaderboard-3c3h-aragen

Space:
inceptionai/AraGen-Leaderboard

Give it a read and let me know your thoughts πŸ€—
alielfilali01Β 
posted an update about 1 month ago
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Unpopular opinion : o1-preview is more stupid than 4o and Qwen2.5-72B-Instruct in extremely underrated !
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alielfilali01Β 
posted an update 2 months ago
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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 π—˜π—©π—”π—Ÿπ—¨π—”π—§π—œπ—’π—‘ from basics to advanced tips.

link : https://github.com/huggingface/evaluation-guidebook

I haven’t finished it yet, but i'am enjoying every piece of it so far. Huge thanks @clefourrier and the team for this invaluable resource !
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alielfilali01Β 
posted an update 2 months ago
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Why nobdoy is talking about the new training corpus released by MBZUAI today.

TxT360 is +15 Trillion tokens corpus outperforming FineWeb on several metrics. Ablation studies were done up to 1T tokens.

Read blog here : LLM360/TxT360
Dataset : LLM360/TxT360
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alielfilali01Β 
posted an update 3 months ago
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Don't you think we should add a tag "Evaluation" for datasets that are meant to be benchmarks and not for training ?

At least, when someone is collecting a group of datasets from an organization or let's say the whole hub can filter based on that tag and avoid somehow contaminating their "training" data.
alielfilali01Β 
posted an update 3 months ago
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We need a fork feature for models and datasets similar to "Duplicate this space" in spaces ! Don't you think ?

Sometimes you just want to save something in your profile privately and work on it later without the hassle of "load_.../push_to_hub" in a code file.

I know this is super lazy πŸ˜… But it is what it is ...

tag : @victor
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alielfilali01Β 
posted an update 3 months ago
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@mariagrandury (SomosNLP) and team releases the Spanish leaderboard !!!
It is impressive how they choosed to design this leaderboard and how it support 4 languages (all part of Spain ofc).

Check it out from this link :
la-leaderboard/la-leaderboard
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painΒ 
posted an update 3 months ago
alielfilali01Β 
posted an update 3 months ago
alielfilali01Β 
posted an update 3 months ago
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Are the servers down or what ? Am i the only one experiencing this error :
HfHubHTTPError: 500 Server Error: Internal Server Error for url: https://huggingface.co/api/datasets/...../)

Internal Error - We're working hard to fix this as soon as possible!
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alielfilali01Β 
posted an update 4 months ago
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Datapluck: Portability Tool for Huggingface Datasets

"I found myself recently whipping up notebooks just to pull huggingface datasets locally, annotate or operate changes and update them again. This happened often enough that I made a cli tool out of it, which I've been using successfully for the last few months.

While huggingface uses open formats, I found the official toolchain relatively low-level and not adapted to quick operations such as what I am doing."
~ @omarkamali

Link : https://omarkama.li/blog/datapluck
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alielfilali01Β 
posted an update 5 months ago
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Any idea if this "scheduled"/"dynamic" batch size is available in HF Trainers ? I've never seenΒ itΒ personally
alielfilali01Β 
posted an update 7 months ago
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I'm officially considered #gpu_poor πŸ’€
But I'm #data_rich 😎
alielfilali01Β 
posted an update 7 months ago
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Did you know you can't push a model to hub with an id over 96 chars 🫠
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alielfilali01Β 
posted an update 7 months ago
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The 100 models milestone on the OALL/Open-Arabic-LLM-Leaderboard is successfully reached within 10 days after the leaderboard's release πŸ₯³

meta-llama/Meta-Llama-3-70B-Instruct is still the king of the leaderboard πŸ‘‘ with a 3.46 points difference compared to its successor CohereForAI/c4ai-command-r-plus who took the 2nd place πŸ₯ˆ from his younger brother CohereForAI/c4ai-command-r-v01 that lives today in the 5th floor just behind Ashmal/MBZUAI-oryx -3rd place πŸ₯‰- (AFAIK an experimental model from MBZUAI) and https://huggingface.co/core42/jais-30b-chat-v3 -4th place- from Core42.

PS : I should consider a career in sports commentary πŸ˜‚
Would you recommend me to BeIN Sports πŸ˜€ ?
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alielfilali01Β 
posted an update 7 months ago
alielfilali01Β 
posted an update 7 months ago
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Yesterday was just CRAZY ! HF x LangChain, PaliGemma and Google I/O ... which made me totally forget posting here about our newly released leaderboard (The Open Arabic LLM Leaderboard - OALL)

Here's a quick update for our community that is waiting for new results. Some of you noticed that since the release yesterday, the finished evaluations tab has stayed at 14 models up until now (May 15th, 12 PM). For those concerned, rest assuredβ€”we had a minor memory issue in our cluster yesterday that we overlooked. The problem is now fixed, and 7 models are currently being evaluated in parallel, so expect to hit the 20 milestone today! πŸŽ‰

Check the discussion below for more info :

OALL/Open-Arabic-LLM-Leaderboard#3
alielfilali01Β 
posted an update 8 months ago
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Is it just me or is it real that whenever APPLE releases an open model, they accompany it with a library !? First was MLX, about a month ago AXLEARN and now CORENET ! Could it be just coincidences or does Apple playing some game ? if yes then what is it ... ? What do you think ? maybe i'm just hallucinating now πŸ˜…
alielfilali01Β 
posted an update 9 months ago
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Honestly i don't understand how come we as the open source community haven't surpassed GPT-4 yet ? Like for me it looks like everything is out there just need to be exploited! Clearly specialized small models outperforms gpt4 on downstream tasks ! So why haven't we just trained a 1B-2B really strong general model and then continue pertained and/or finetuned it on datasets for downstream tasks like math, code...well structured as Textbooks format or other datasets formats that have been proven to be really efficient and good! Ounce you have 100 finetuned model, just wrap them all into a FrankenMoE and Voila ✨
And that's just what a NOOB like myself had in mind, I'm sure there is better, more efficient ways to do it ! So the question again, why we haven't yet ? I feel I'm missing something... Right?
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