Bharat Ramanathan @ParamBharat
Bengaluru, India Joined March 2012-
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Join #FullyConnected2024 in London on May 15 to discover the new era of generative AI. Register here → wandb.ai/site/resources…+ Hear from @GoogleDeepMind, @VW, @Bayer,@novonordisk, @IKEA, and more.
🎙️ Join @maxjaderberg & @SergeiIakhnin from @IsomorphicLabs to explore how machine learning accelerates biotech and drug discovery. 𝐋𝐢𝐬𝐭𝐞𝐧 🎧 𝐨𝐫 𝐰𝐚𝐭𝐜𝐡 🎥 𝐧𝐨𝐰: lnk.to/GDpc9T8b #GradientDissent
After weeks of work our wandbot is 85% faster and beats our internal baseline accuracy by 2%. So much more is in the pipeline but it took many weeks to reach this point. @ParamBharat is my partner in crime on this. Here are screenshots of how much went into to beat the baseline:
Come learn from @karibriski, Vice President of Generative AI Software Product Management, @nvidia & other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Come & learn from @ManuvirDas, VP of Enterprise Computing at @nvidia & other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Come and learn from Ersin Yumer, Senior Director of AI/ML Platform and Data at @Adobe and other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Come learn from @jerryjliu0, CEO of @llama_index, & other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Come and learn from @vivek7ue, VP of Engineering at @SnowflakeDB and other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Come learn from @joespeez, Product Director, Generative AI at @Meta, and other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Come & learn from @RichardSocher, CEO at @YouSearchEngine & other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Fully Connected is 2 days away on April 18 in SF Explore Generative AI with the leaders in the industry. Secure your spot today: wandb.me/FullyConnected… #FullyConnected2024
When we started using You's Web LLM functionality in wandbot, our GPT-4 (soon to be Opus?) powered support bot we saw a bump in performance. Personally I've also had solid results using You's research mode, the team are on to something -> Come along if in SF or the Bay Area
When we started using You's Web LLM functionality in wandbot, our GPT-4 (soon to be Opus?) powered support bot we saw a bump in performance. Personally I've also had solid results using You's research mode, the team are on to something -> Come along if in SF or the Bay Area
Come learn from Dr. Károly Zsolnai-Fehér of @twominutepapers and other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Have been working on debugging the wandbot's feat/v1.3 branch using LLM based auto evaluation. Will share the @weights_biases report once it's completely done. I might need to instrument it with W&B's weave to speed up debugging process.
I'm very excited to announce Weave, our new tools to track and evaluate your LLM apps. Use Weave to: 🍩log and version LLM interactions and surrounding data, from development to production 🍩experiment with prompting techniques, model changes, and parameters 🍩evaluate your…
🤖 Dive into the latest on WandBot, our LLM-powered doc app. See how evaluation-driven development is shaping our updates. → wandb.ai/wandbot/wandbo… (@ParamBharat)
The Apple research team behind MM1 giving a shoutout to the wandb crew supporting their work, love to see it 😍 🍎 + 🪄🐝
The Apple research team behind MM1 giving a shoutout to the wandb crew supporting their work, love to see it 😍 🍎 + 🪄🐝 https://t.co/DjrWRGcHwF
Big updates to WandBot, our AI doc app, are here! We've leveled up WandBot in our latest sprint and learned so much about developing AI tools. 👉 Read our journey of improving WandBot through evaluation-driven development: wandb.ai/wandbot/wandbo… (@ParamBharat)
🤖 Have you seen how @weights_biases used Argilla to improve Wandbot? It's amazing to see @argilla_io being leveraged in such a holistic & powerful way! buff.ly/49XC87G
Definitely amazing work! One of the most beautiful examples applying @argilla_io to empower human+AI collaboration to improve AI-based solutions! 👏 Bravo @ParamBharat & @weights_biases
Definitely amazing work! One of the most beautiful examples applying @argilla_io to empower human+AI collaboration to improve AI-based solutions! 👏 Bravo @ParamBharat & @weights_biases https://t.co/jiDS3tw4U9
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Evals are arguably the hardest part of LLMOps. LLMs mess up, so we check them w/ other LLMs, but this feels icky. Who validates the validators?? We built an interface to align LLM-based evals with user preferences, learning a lot about why this is hard: arxiv.org/abs/2404.12272
Watching the @weights_biases LLM workshop on “Evaluation Driven Development”. W&B built a framework that does 80% of the heavy lifting for training and refining LLM powered APIs to use in your business. < 24 hours left to Register for the Fully Connected conference tomorrow:…
I was a pleasure working with the torchtune team to make this integration. The library is very flexible and let's you change all the training logic on a single "recipe" file. Check it out: wandb.me/torchtune
Really excited to see this new fine-tuning release from PyTorch out in the wild @capetorch (appropriate handle right) has worked with the team to flesh out the wandb integration with improved logging Details in the blogpost below
Reached 79.59% with `gpt-4-0125-preview`. Changed from `gpt-4-1106-preview`.
After weeks of work our wandbot is 85% faster and beats our internal baseline accuracy by 2%. So much more is in the pipeline but it took many weeks to reach this point. @ParamBharat is my partner in crime on this. Here are screenshots of how much went into to beat the baseline:
A huge shout out to our awesome collaborators! - @haileysch__ and team at @AiEleuther - @morgymcg, @capetorch and team at @weights_biases - @winglian and @axolotl_ai And many others who aren't on X! [5/5]
After weeks of work our wandbot is 85% faster and beats our internal baseline accuracy by 2%. So much more is in the pipeline but it took many weeks to reach this point. @ParamBharat is my partner in crime on this. Here are screenshots of how much went into to beat the baseline:
It was really fun working with the team on this, looking forward to bringing more recipes and models to torchtune.
Announcing the alpha release of torchtune! torchtune is a PyTorch-native library for fine-tuning LLMs. It combines hackable memory-efficient fine-tuning recipes with integrations into your favorite tools. Get started fine-tuning today! Details: hubs.la/Q02t214F0
Come learn from @karibriski, Vice President of Generative AI Software Product Management, @nvidia & other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Come & learn from @ManuvirDas, VP of Enterprise Computing at @nvidia & other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Come and learn from Ersin Yumer, Senior Director of AI/ML Platform and Data at @Adobe and other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Come and learn from @vivek7ue, VP of Engineering at @SnowflakeDB and other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Come learn from @joespeez, Product Director, Generative AI at @Meta, and other builders of the Generative AI industry at Fully Connected on April 18th in San Francisco. 👉 Register Now: wandb.me/fcsf_speaker
Forgot to push earlier, but I've converted the Mistral 7B v0.2, shared during the hackathon, to HF format. Check it out if you want to give it a try: huggingface.co/wandb/Mistral-… I utilized the script from the transformers library for the conversion.
We are sponsoring the @DISummit2030 being held in Stockholm, 24-25 May. Register here → datainnovationsummit.com/?utm_campaign=… 📢 Get to here from @capetorch, Machine Learning Engineer, on on the Machine Learning and Generative AI (M1) Stage.
Weave is now live for all on the public cloud, introducing a new era for Generative AI app development using LLMs
I'm very excited to announce Weave, our new tools to track and evaluate your LLM apps. Use Weave to: 🍩log and version LLM interactions and surrounding data, from development to production 🍩experiment with prompting techniques, model changes, and parameters 🍩evaluate your…
☁️ Weave is now live for all on the public cloud, introducing a new era for Generative AI app development. Learn more here → bit.ly/3VGoimd
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