hanzla (hanzlajavaid)

posted an update about 2 months ago

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2034

Hi community,

Few days back, I posted about my ongoing research on making reasoning mamba models and I found great insights from the community.

Today, I am announcing an update to the model weights. With newer checkpoints, the Falcon3 Mamba R1 model now outperforms very large transformer based LLMs (including Gemini) for Formal Logic questions of MMLU. It scores 60% on formal logic which is considered a tough subset of questions in MMLU.

I would highly appreciate your insights and suggestions on this new checkpoint.

Model Repo: hanzla/Falcon3-Mamba-R1-v0

Chat space: hanzla/Falcon3MambaReasoner

replied to Jaward's post about 2 months ago

This is brilliant

reacted to Jaward's post with 🔥 about 2 months ago

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3679

Implemented a custom multimodal GRPO trainer that scales for Small VLMs, supports cpu and gpu with vllm + flash attention. Using SmolVLM-256M-Instruct reference & reward model, wasn’t trained for long btw, still got some sparks of “thinking”:)
Code: https://github.com/Jaykef/ai-algorithms/blob/main/grpo_multimodal_reasoner.ipynb

1 reply

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replied to their post about 2 months ago

I used GRPO by TRL.

reacted to clem's post with 🤗 about 2 months ago

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4676

We just crossed 1,500,000 public models on Hugging Face (and 500k spaces, 330k datasets, 50k papers). One new repository is created every 15 seconds. Congratulations all!

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reacted to reddgr's post with 👍 about 2 months ago

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964

The latest Space I'm working on. A UI for browsing, searching, and annotating one million chatbot chats from lmsys/lmsys-chat-1m

reddgr/chatbot-arena-dataset-wrapper

reacted to AtAndDev's post with 🔥 about 2 months ago

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4252

There seems to multiple paid apps shared here that are based on models on hf, but some ppl sell their wrappers as "products" and promote them here. For a long time, hf was the best and only platform to do oss model stuff but with the recent AI website builders anyone can create a product (really crappy ones btw) and try to sell it with no contribution to oss stuff. Please dont do this, or try finetuning the models you use...
Sorry for filling yall feed with this bs but yk...

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reacted to fdaudens's post with 👍 about 2 months ago

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Want to build useful newsroom tools with AI? We’re launching a Hugging Face x Journalism Slack channel where journalists turn AI concepts into real newsroom solutions.

Inside the community:
✅ Build open-source AI tools for journalism
✅ Get direct help from the community
✅ Stay updated on new models and datasets
✅ Learn from other journalists’ experiments and builds

The goal? Go from “I read about AI” to “I built an AI tool that supercharged my newsroom.” —no more learning in isolation.

Join us! https://join.slack.com/t/journalistson-tnd8294/shared_invite/zt-30vsmhk4w-dZpeMOoxdhCvfNsqtspPUQ (Please make sure to use a clear identity—no teddybear85, for example 😉)

(If you know people who might be interested, tag them below! The more minds we bring in, the better the tools we build.)

reacted to mrfakename's post with 🚀 about 2 months ago

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2284

Converted the new Mistral Small 3.1 models to HF format (currently text-only, no vision):

Instruct: mrfakename/mistral-small-3.1-24b-instruct-2503-hf
Base: mrfakename/mistral-small-3.1-24b-base-2503-hf

GGUF quants coming soon!

reacted to their post with 👍 2 months ago

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3958

Hello community,

I want to share my work of creating a reasoning mamba model

I used GRPO over Falcon3 Mamba Instruct to make this model. It generates blazing fast response while building good logic to answer challenging questions.

Give it a try:

Model repo: hanzla/Falcon3-Mamba-R1-v0

Space: hanzla/Falcon3MambaReasoner

Looking forward to community feedback.

2 replies

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posted an update 2 months ago

Post

3958

Hello community,

I want to share my work of creating a reasoning mamba model

I used GRPO over Falcon3 Mamba Instruct to make this model. It generates blazing fast response while building good logic to answer challenging questions.

Give it a try:

Model repo: hanzla/Falcon3-Mamba-R1-v0

Space: hanzla/Falcon3MambaReasoner

Looking forward to community feedback.

2 replies

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reacted to AtAndDev's post with 🔥 2 months ago

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1612

Gemma 3 seems to be really good at human preference. Just waiting for ppl to see it.

posted an update 2 months ago

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Gemma 3 is a game changer for on device multimodal applications.

Try for yourself how a 4 billion parameter model can be so good.

hanzla/PlaygroundGemma3