ashercn97 (Ash C)

reactedto their post with 🚀 10 months ago

Post

1426

Awesome new project by

numind

Multi-modal structured data extraction. Give it a JSON schema, some sort of data (image, text) and optionally examples, and get the filled-in json schema as a result.

Kind of crazy.

THOUGHTS BELOW:
Its super fast and super effective. It is so practical.
Im getting basically instant results on an A100(40gb) with VLLM and the 4b size.

so exciting. AND COMMERCIAL FREIDNLYYYY

3 replies

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repliedto their post 10 months ago

150 tk/sec with the 2b parameter model. SO AWESOME

repliedto their post 10 months ago

omg sorry i forgot to link its their nuextract v2 check it out

posted an update 10 months ago

Post

1426

Awesome new project by

numind

Multi-modal structured data extraction. Give it a JSON schema, some sort of data (image, text) and optionally examples, and get the filled-in json schema as a result.

Kind of crazy.

THOUGHTS BELOW:
Its super fast and super effective. It is so practical.
Im getting basically instant results on an A100(40gb) with VLLM and the 4b size.

so exciting. AND COMMERCIAL FREIDNLYYYY

3 replies

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repliedto tomwatto09's post 10 months ago

Wrong motivation.

reactedto dhruv3006's post with 👍 10 months ago

Post

1100

Browser agents use computers the same way humans do, unlocking powerful use cases for personal assistants, browsers, and enterprise workflows.

Includes Manus AI,Athena Intelligence,c/ua,Stagehand .

Here is a definitive guide.

Courtesy of Theta.

reactedto Yehor's post with 🚀 12 months ago

Post

2513

Made a workable program that uses IREE runtime using Rust to inference wav2vec2-bert model for Automatic Speech Recognition.

1 reply

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repliedto burtenshaw's post about 1 year ago

Dont forget the mteb leaderboard

repliedto their post about 1 year ago

Oh this is good 2 know!

repliedto their post about 1 year ago

This is so fair.

repliedto their post about 1 year ago

Oh wait this makes sense.

I have created some benchmarks from user data-- maybe i make my own leaderboard haha.

Thanks for the help!

repliedto their post about 1 year ago

Yes ive seen! Thank you. My issue is the 100 requests a day..

reactedto their post with 🤝👍 about 1 year ago

Post

3519

does anyone know what the SOTA in text embedding is? Specifically for like sentence similarity and clustering?

I think that the MTEB leaderboard is super complex. I feel lost looking at it (what metric should I judge by?)

8 replies

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posted an update about 1 year ago

Post

3519

does anyone know what the SOTA in text embedding is? Specifically for like sentence similarity and clustering?

I think that the MTEB leaderboard is super complex. I feel lost looking at it (what metric should I judge by?)

8 replies

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reactedto DrHouseFan-315's post with ❤️ over 1 year ago

Post

2193

They should make a thing like google colab but you can have unlimited free access to a whole datacenter that would be cool. like if you agree

5 replies

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reactedto lhoestq's post with 🚀 over 1 year ago

Post

4202

Hey ! I'm working on a 100% synthetic Dataset Hub here (you can search for any kind of datasets an the app invents them). The link is here: infinite-dataset-hub/infinite-dataset-hub

Question for the Community:

Which models should I use to generate images and audio samples for those datasets ? 🤗

4 replies

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Ash C PRO

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Ash C PRO

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