Rafael Coss

Data enthusiast (ML, Hadoop, streams, SQL, No SQL), father, builder, caring community member, love to learn & play, software career currently at

[H2O.ai @h2oai]

We’re live with #H2OGenAIDay in #Atlanta! Today's agenda is packed with insightful sessions on #GenAI from industry leaders, top US regulators, and more. Stay tuned!

[Philipp Singer @ph_singer]

Whenever you are contemplating participating in @kaggle competitions and you might have heard someone say it is too far-fetched from practical data science work, consider this example:

In the recent Science LLM competition participants learned among many other things:

- How to fine-tune LLMs
- How to properly use RAG techniques for augmenting LLMs
- RAG chunking, embedding, similarity search, and other related techniques
- Synthetic data generation for training models
- How to optimize inference code for optimal runtime on limited HW resources.
- How to fit large LLMs in small GPUs. People even managed to run 70B LLama2 on 2xT4.
- And many other things

I can encourage everyone to browse through the solution posts, lots of great insights there: https://t.co/DI2mq9w5Qd

[Luis Serrano @SerranoAcademy]

Mi gente de LatinoAmerica!
Estamos buscando Scholars para el programa de Cohere For AI de investigacion. Solo 3% de aplicaciones vienen de Latinoamerica, hay que subir esos numeros!
Si les interesa el research o si conocen a alguien por favor pasenle esto.
Denle compartir porfa!

[srisatish @srisatish]

#Opensource LLMs hit a great new partner in @TIIuae with their incredible contribution of #FalconLLM #40B parameter model in fully #Apachev2 open source #ai #UAE
https://t.co/jQYJOjk1DU

https://t.co/4tOUtdFwiI

https://t.co/vxjOl44s1J

Community and team is super excited — rightfully so — the moat is fast closing up for “closed” tech giants offerings —

@h2oai team has managed to fine-tune it with #qlora using #LLMStudio and #h2oGPT cc @ArnoCandel

h/t @huggingface

@ArnoCandel @bhutanisanyam1

[Rafael Coss @racoss]

https://t.co/oRnqYxSF52

[Rafael Coss @racoss]

Learn more about https://t.co/nQuMuI3Kio #opensource #h2ogpt and #LLM efforts tonight at the Meetup in Mountain View at 7 pm:
https://t.co/MRW3ZW0lw2 https://t.co/2wGdESNF0j

[Erin LeDell - ledell.bsky.social @ledell]

Nice paper out of @UniofOxford on the power & ease of use of H2O #AutoML: https://t.co/ukvB0Xntiu @h2oai

[Rafael Coss @racoss]

https://t.co/FZ1z5wrApq

[Rafael Coss @racoss]

Curious about #OpenSource #LLMs, #GPT and want to learn more? Join https://t.co/nQuMuI3Kio team (@srisatish @ArnoCandel Erin LeDell ...) for a #meetup on Th, May 4, from 7-9 PM PST in Mountain View.

Come to the meetup to learn ho…https://t.co/DCpoMvZhsj https://t.co/Dor3qTPHUp

[Arno Candel @ArnoCandel]

Any objections that LLaMa weights from @Meta (licensed for non-commercial use) are now being deployed for commercial use? https://t.co/r34LwZxJNE #GPT #OSSorNot

[Timothy O'Hear @timohear]

Noticed over the weekend: @h2oai released a new NeoX 20b-based model fine-tuned on Open Assistant data. This version is trained on a 512 token context window.

First impressions : possibly the best truly open source model for now.

https://t.co/VyxkIgY7ie

@ph_singer @ykilcher

[Rafael Coss @racoss]

https://t.co/QqmFFpAncY

[H2O.ai @h2oai]

We're thrilled to collaborate with management consultancy #OptimaPartners on a series of specialized solutions for #financialservices organizations looking to operationalize advanced #machinelearning.

#creditrisk #frauddetection #customerservice #AI #ML

https://t.co/H02OVkXSZt

[Rafael Coss @racoss]

https://t.co/ew0sFivJZC

[Favio Vázquez @FavioVaz]

@h2oai joins the LLM race. We just open source our own h2oGPT, a 20B parameter model that is fully permissive, with commercially usable code, data and models. Try it out in our @huggingface spaces :)

https://t.co/LrAta6BCav

[H2O.ai @h2oai]

All part of the magic of co-creation and co-development with @h2oai and @ATT:

"In every single piece of the journey, there's a better together story."
-Prince Paulraj, AVP - Engineering, Data Science at AT&T

#H2OWorldIndia #digitaltransformation

[Arno Candel @ArnoCandel]

https://t.co/nuHzOqRHmc #h2oGPT #GPT #OSS #OpenSource ^ 20B parameters Apache 2.0!

[Arno Candel @ArnoCandel]

While we're at it, great work by @pseudotensor on #h2oGPT https://t.co/eBBPfhKB6b! Please let us know what you'd like to see for #OpenSource #GPT #LLM fine-tuning and #prompt engineering etc.

[Arno Candel @ArnoCandel]

We are open-sourcing @h2oai's LLM repositories https://t.co/eBBPfhKB6b and https://t.co/60bfZkuVex and https://t.co/FwnHLdPCXM including the best truly open-source fine-tuned 20B parameter models! #ChatGPT #GPT #OSS #OpenSource #Democratize #AI

[Rafael Coss @racoss]

During https://t.co/nQuMuI3Kio's #H2OWorld India, @srisatish announced and introduced open source #H2OGPT, #LLMStudio, and a collection of additional #AI apps in the H2O AI Cloud.

Congratulations @ArnoCandel Jonathan McKinney Chun Ming Lee and the team.…https://t.co/7kgIHOumRZ