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Arabic Machine Learning

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https://github.com/ARBML
arabicml2
arbml
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AI & ML interests

Arabic NLP, computer vision, etc.

Recent Activity

BounharAbdelazizΒ  authored a paper about 2 months ago
Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts
DrMostafaΒ  authored a paper 2 months ago
Gazal-R1: Achieving State-of-the-Art Medical Reasoning with Parameter-Efficient Two-Stage Training
SaiedAlshahraniΒ  updated a dataset 2 months ago
arbml/CIDAR
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NymboΒ 
posted an update 11 days ago
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I built a general use MCP space ~ Fetch webpages, DuckDuckGo search, Python code execution, Kokoro TTS, Image Gen, Video Gen.

# Tools

1. Fetch webpage
2. Web search via DuckDuckGo (very concise, low excess context)
3. Python code executor
4. Kokoro-82M speech generation
5. Image Generation (use any model from HF Inference Providers)
6. Video Generation (use any model from HF Inference Providers)

The first four tools can be used without any API keys whatsoever. DDG search is free and the code execution and speech gen is done on CPU. Having a HF_READ_TOKEN in the env variables will show all tools. If there isn't a key present, The Image/Video Gen tools are hidden.

Nymbo/Tools
NymboΒ 
posted an update 19 days ago
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Anyone using Jan-v1-4B for local MCP-based web search, I highly recommend you try out Intelligent-Internet/II-Search-4B

Very impressed with this lil guy and it deserves more downloads. It's based on the original version of Qwen3-4B but find that it questions reality way less often. Jan-v1 seems to think that everything it sees is synthetic data and constantly gaslights me
alielfilali01Β 
posted an update 30 days ago
BounharAbdelazizΒ 
authored a paper about 2 months ago
DrMostafaΒ 
authored a paper 2 months ago
SaiedAlshahraniΒ 
updated a dataset 2 months ago
SaiedAlshahraniΒ 
in arbml/CIDAR 2 months ago

Update README.md

1
#3 opened 2 months ago by
SaiedAlshahrani
ZaidΒ 
in arbml/CIDAR 2 months ago

Update README.md

1
#3 opened 2 months ago by
SaiedAlshahrani
NymboΒ 
posted an update 2 months ago
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2823
Anyone know how to reset Claude web's MCP config? I connected mine when the HF MCP first released with just the default example spaces added. I added lots of other MCP spaces but Claude.ai doesn't update the available tools... "Disconnecting" the HF integration does nothing, deleting it and adding it again does nothing.

Refreshing tools works fine in VS Code because I can manually restart it in mcp.json, but claude.ai has no such option. Anyone got any ideas?
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alielfilali01Β 
authored a paper 3 months ago
NymboΒ 
posted an update 4 months ago
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4095
Haven't seen this posted anywhere - Llama-3.3-8B-Instruct is available on the new Llama API. Is this a new model or did someone mislabel Llama-3.1-8B?
  • 1 reply
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NymboΒ 
posted an update 4 months ago
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2769
PSA for anyone using Nymbo/Nymbo_Theme or Nymbo/Nymbo_Theme_5 in a Gradio space ~

Both of these themes have been updated to fix some of the long-standing inconsistencies ever since the transition to Gradio v5. Textboxes are no longer bright green and in-line code is readable now! Both themes are now visually identical across versions.

If your space is already using one of these themes, you just need to restart your space to get the latest version. No code changes needed.
alielfilali01Β 
posted an update 4 months ago
ZaidΒ 
updated a dataset 5 months ago
not-lainΒ 
posted an update 6 months ago
alielfilali01Β 
posted an update 7 months ago
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1080
🚨 Arabic LLM Evaluation 🚨

Few models join the ranking of https://huggingface.co/spaces/inceptionai/AraGen-Leaderboard Today.

The new MistralAI model, Saba, is quite impressive, Top10 ! Well done @arthurmensch and team.

Sadly Mistral did not follow its strategy about public weights this time, we hope this changes soon and we get the model with a permissive license.

We added other Mistral models and apparently, we have been sleeping on mistralai/Mistral-Large-Instruct-2411 !

Another impressive model that joined the ranking today is ALLaM-AI/ALLaM-7B-Instruct-preview. After a long wait finally ALLaM is here and it is IMPRESSIVE given its size !

ALLaM is ranked on OALL/Open-Arabic-LLM-Leaderboard as well.
not-lainΒ 
posted an update 7 months ago
not-lainΒ 
posted an update 8 months ago
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we now have more than 2000 public AI models using ModelHubMixinπŸ€—
not-lainΒ 
posted an update 8 months ago
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4140
Published a new blogpost πŸ“–
In this blogpost I have gone through the transformers' architecture emphasizing how shapes propagate throughout each layer.
πŸ”— https://huggingface.co/blog/not-lain/tensor-dims
some interesting takeaways :
alielfilali01Β 
posted an update 8 months ago
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3C3H AraGen Leaderboard welcomes today deepseek-ai/DeepSeek-V3 and 12 other models (including the late gpt-3.5 πŸ’€) to the ranking of best LLMs in Arabic !


Observations:
- DeepSeek-v3 ranked 3rd and only Open model among the top 5 !

- A 14B open model ( Qwen/Qwen2.5-14B-Instruct) outperforms gpt-3.5-turbo-0125 (from last year). This shows how much we came in advancing and supporting Arabic presence within the LLM ecosystem !

- Contrary to what observed in likelihood-acc leaderboards (like OALL/Open-Arabic-LLM-Leaderboard) further finetuned models like maldv/Qwentile2.5-32B-Instruct actually decreased the performance compared to the original model Qwen/Qwen2.5-32B-Instruct.
It's worth to note that the decrease is statiscally insignificant which imply that at best, the out-domain finetuning do not really hurts the model original capabilities acquired during pretraining.
Previous work addressed this (finetuning VS pretraining) but more investigation in this regard is required (any PhDs here ? This could be your question ...)


Check out the latest rankings: https://huggingface.co/spaces/inceptionai/AraGen-Leaderboard