Weights & Biases
Weights & Biases
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NeurIPS Hacker Cup AI: DSPy for code generation
In this session join Krista Opsahl-Ongy, PhD candidate at Stanford, as she hosts an insightful discussion on DSPy. DSPy is a cutting-edge framework from Stanford designed to build and optimize language model pipelines, specifically tailored for code generation. Watch as Krista guides us through the intricacies of DSPy, its applications, and its potential to revolutionize complex task automation.
👥 Join the Conversation! If you have any questions or want to discuss this session further, join our Discord community: discord.gg/sVzKJU2T
🛠 Github link: github.com/stanfordnlp/dspy/tree/kristaoo/examples/coding
Don’t forget to like, share, and subscribe for more AI insights and tutorials!
Chapters:
00:00 Meet Krista: PhD Candidate at Stanford
01:45 Overview of DSPy Framework for Code Generation
03:03 The Importance of Modular Pipelines in AI
05:30 Challenges in Manual Prompt Engineering
07:53 Building Language Model Programs with DSPy
15:5- Deep Dive into DSPy Optimizers
24:44 Comparative Study: Optimizer Performance
32:12 Hands-On Tutorial: Using DSPy with HackerCup Dataset
53:00 Q&A and Final Thoughts
Переглядів: 87

Відео

Launching the fastest AI inference solution with Cerebras Systems CEO Andrew Feldman
Переглядів 41611 годин тому
In this episode of Gradient Dissent, Andrew Feldman, CEO of Cerebras Systems, joins host Lukas Biewald to discuss the latest advancements in AI inference technology. 🎙 Listen on Apple Podcasts: wandb.me/apple-podcasts 🎙 Listen on Spotify: wandb.me/spotify They explore Cerebras Systems' groundbreaking new AI inference product, examining how their wafer-scale chips are setting new benchmarks in s...
How W&B helps DeepJudge build better search engines
Переглядів 19212 годин тому
Hear from Yannic Kilcher, CTO at DeepJudge, as he shares about his experience: -Building search engines that process complicated documents for legal companies -Leaning on Weights & Biases to facilitate experimentation, collaboration, and as a fundamental system of record -Saving time and gaining efficiencies in training and evaluating models Chapters: 0:00 Yannic's role at DeepJudge 0:45 Import...
Reinventing AI Agents with Imbue CEO Kanjun Qiu
Переглядів 1,2 тис.14 днів тому
In this episode of Gradient Dissent, Kanjun Qiu, CEO and Co-founder of Imbue, joins host Lukas Biewald to discuss how AI agents are transforming code generation and software development. Discover the potential impact and challenges of creating autonomous AI systems that can write and verify code and and learn about the practical research involved. 🎙 *Listen on Apple Podcasts*: wandb.me/apple-po...
Developers guide to LLM prompting
Переглядів 35521 день тому
Our engineer-led course on Prompt Engineering is designed for professionals looking to take full advantage of LLMs in their projects. *Sign up and learn:* www.wandb.courses/courses/prompting -The fundamentals of prompt anatomy. -From basic to advanced techniques like zero shot and structural prompting and when to use them. -How to reuse prompts effectively for various tasks and add your own con...
4 Steps to Production LLM: Climate RAG with Weave
Переглядів 93921 день тому
4 Steps to Production LLM: Climate RAG with Weave
LLMOps and FMOps for e-commerce organization Booking.com
Переглядів 37928 днів тому
LLMOps and FMOps for e-commerce organization Booking.com
NobleAI's Ashwin Hegde on partnering with Weights & Biases
Переглядів 9728 днів тому
NobleAI's Ashwin Hegde on partnering with Weights & Biases
Getting started with Registry from Weights & Biases
Переглядів 501Місяць тому
Getting started with Registry from Weights & Biases
W&B Weave: Confidently iterate on LLM-powered applications
Переглядів 263Місяць тому
W&B Weave: Confidently iterate on LLM-powered applications
From startup to $1.2B with Lambda's Stephen Balaban
Переглядів 916Місяць тому
From startup to $1.2B with Lambda's Stephen Balaban
Fine-tuning an LLM judge to reduce hallucination
Переглядів 1,1 тис.Місяць тому
Fine-tuning an LLM judge to reduce hallucination
How to align your LLM judge for better evaluations
Переглядів 452Місяць тому
How to align your LLM judge for better evaluations
Evaluation Comparisons in W&B Weave
Переглядів 870Місяць тому
Evaluation Comparisons in W&B Weave
Building training + eval pipelines for LLM fine-tuning with W&B Automations
Переглядів 302Місяць тому
Building training eval pipelines for LLM fine-tuning with W&B Automations
Transforming Radiology with AI: Rad AI's journey with Weights & Biases
Переглядів 203Місяць тому
Transforming Radiology with AI: Rad AI's journey with Weights & Biases
Harnessing AI for legal practice with CoCounsel’s Jake Heller
Переглядів 840Місяць тому
Harnessing AI for legal practice with CoCounsel’s Jake Heller
Machine learning in drug discovery at Bayer Pharmaceuticals: from models to molecules
Переглядів 816Місяць тому
Machine learning in drug discovery at Bayer Pharmaceuticals: from models to molecules
How Liminal Insights leverages Weights & Biases for cutting-edge Automotive ML
Переглядів 134Місяць тому
How Liminal Insights leverages Weights & Biases for cutting-edge Automotive ML
Vision language action models for autonomous driving at Wayve
Переглядів 1,2 тис.Місяць тому
Vision language action models for autonomous driving at Wayve
Turnitin's Sumeet Singh and Saurabh Bipin Cahndra on partnering with Weights & Biases
Переглядів 138Місяць тому
Turnitin's Sumeet Singh and Saurabh Bipin Cahndra on partnering with Weights & Biases
Together AI's Heejin Jeong on enhancing AI workflows with Weights & Biases
Переглядів 355Місяць тому
Together AI's Heejin Jeong on enhancing AI workflows with Weights & Biases
Mercari's Teo Zosa on enhancing AI collaboration with Weights & Biases
Переглядів 143Місяць тому
Mercari's Teo Zosa on enhancing AI collaboration with Weights & Biases
Lambda Labs' David Hall on partnering with Weights & Biases
Переглядів 1412 місяці тому
Lambda Labs' David Hall on partnering with Weights & Biases
Maryam Tabatabaeian on centralized data tracking with Weights & Biases at Cisco
Переглядів 1962 місяці тому
Maryam Tabatabaeian on centralized data tracking with Weights & Biases at Cisco
Vivek Raghunathan on supercharging AI at Snowflake with Weights & Biases
Переглядів 2272 місяці тому
Vivek Raghunathan on supercharging AI at Snowflake with Weights & Biases
Google Cloud's Ali Arsanjani on partnering with Weights & Biases
Переглядів 3942 місяці тому
Google Cloud's Ali Arsanjani on partnering with Weights & Biases
Transforming Search with Perplexity AI’s CTO Denis Yarats
Переглядів 1,8 тис.2 місяці тому
Transforming Search with Perplexity AI’s CTO Denis Yarats
AI in electronics: Quilter’s journey in PCB design
Переглядів 1,2 тис.2 місяці тому
AI in electronics: Quilter’s journey in PCB design
Robotics AI for Industrial Applications
Переглядів 6112 місяці тому
Robotics AI for Industrial Applications

КОМЕНТАРІ

  • @thannon72
    @thannon72 7 хвилин тому

    Why does anyone believe these claims? There is no evidence whatsoever that they are true. He provided no technical rationale as to how he has been able to achieve what the greatest minds and unlimited amounts of capital have been unable to do. Other than "BIG CHIP GOOD". There is no credible third party verification of the performance of Cerebras' chips. And of course the real story is that the company is about to IPO. He is going to raise capital and then try and actually deliver this wonderful chip to the market. The stock will do really well (will look 'so cheap' compared to NVIDIA). He and his fellow employees and existing investors will sell 20-40% of their stock into the market (not all). They will want to have the appearance of being aligned. Years will go on, capital will continue to get invested in this revolutionary chip. It will never be delivered, it will always 'be around the corner'. Then one day we will find they chip cannot achieve what he claims. But the failure will be blamed on NVIDIA because of their market dominance. You did a great job in maintaining your respect during this interview. It must have been frustrating listening to him. This was extremely difficult to watch. But you should have asked some hard questions. You tried at the start, but he got aggressive - so I get it. It would be great to see this CEO interviewed by industry experts.

  • @crpageAi
    @crpageAi 11 годин тому

    Very clear thanks, are slides available?

    • @crpageAi
      @crpageAi 10 годин тому

      Is this visible?

  • @vijayravichander1764
    @vijayravichander1764 6 днів тому

    <3

  • @vardhan254
    @vardhan254 6 днів тому

    LETS GOOO

  • @dillanhoyos9181
    @dillanhoyos9181 9 днів тому

    Which computer tho

  • @user-wr4yl7tx3w
    @user-wr4yl7tx3w 12 днів тому

    is it possible to make it video instead of stream?

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 12 днів тому

    💜

  • @serkhetreo2489
    @serkhetreo2489 12 днів тому

    Please how do we join

  • @alessaram
    @alessaram 12 днів тому

    Thanks a lot, the content it's amazing and constructive ❤

  • @shreyas1463
    @shreyas1463 13 днів тому

    i can't follow the pyenv and poetry part

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 13 днів тому

    待會見喔

  • @VHGbham
    @VHGbham 14 днів тому

    DEI hire babbling. "We think computers can be a powerful tool. Especially with applications, and fingers. Fingers are very important for to typing be."

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 14 днів тому

    明天見喔

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 15 днів тому

    早安❤

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 15 днів тому

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 15 днів тому

    💕

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 15 днів тому

    晚安

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 15 днів тому

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 15 днів тому

    出面談談

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 15 днів тому

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 15 днів тому

    申請一百萬元,一年利息八萬元 念在我幫助你產業賺錢的份上,利息算我便宜一點

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 15 днів тому

    🌹❣️🌹

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 15 днів тому

    💕

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 16 днів тому

    幹麻欺騙我,好好做人不行嗎

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 16 днів тому

    💕

  • @VinnieDreher
    @VinnieDreher 16 днів тому

    Does anyone know how he got record_video_trigger?

  • @andybirder4970
    @andybirder4970 17 днів тому

    Life saving

  • @user-eb6xb7ol5t
    @user-eb6xb7ol5t 17 днів тому

  • @The_Uncertainity_Principal
    @The_Uncertainity_Principal 18 днів тому

    Underrated podcast. I use perplexity … wonder how this product stacks up

  • @ivanlaws622
    @ivanlaws622 19 днів тому

    This is assume. Been waiting a long time for this kind of code. Keep On!

  • @sidekick3rida
    @sidekick3rida 20 днів тому

    This is great overall, especially from a computer science point of view, but there's no space between thoughts, just cut after cut, from one concept to the next. I have to keep rewinding.

  • @aymeric_com
    @aymeric_com 21 день тому

    Hello, I have a problem with the pyproject.toml libraries. Can you tell me which version to install please?

  • @PRiKoL1ST1
    @PRiKoL1ST1 23 дні тому

    hi, why do you have so bright lipstick?

  • @sushmitaannigeri5410
    @sushmitaannigeri5410 25 днів тому

    Thank you so much this video is very helpful for me .I have been struggling to install since long..

  • @chandermatrubhutam2384
    @chandermatrubhutam2384 27 днів тому

    Nice walkthrough!

  • @potatodog7910
    @potatodog7910 27 днів тому

    Climate change info from UA-cam 💀

  • @benwinstanleymusic
    @benwinstanleymusic 29 днів тому

    Great explanation, thank you

  • @ElieLabeca
    @ElieLabeca 29 днів тому

    amazing interview, really enjoyed listening to Stephen's take / world-view and his journey.

  • @deeplearningpartnership
    @deeplearningpartnership Місяць тому

    Very interesting interview.

  • @dontwannabefound
    @dontwannabefound Місяць тому

    Interviewer really irritating

  • @thomastraum
    @thomastraum Місяць тому

    this guy is legit. loving the interview

  • @mattwesney
    @mattwesney Місяць тому

    very cool, wish id of found you guys earlier! Definitely going to be trying these tools out today

  • @trajectoryventures
    @trajectoryventures Місяць тому

    Looking forward to it!

  • @Kahlon_coder
    @Kahlon_coder Місяць тому

    Thanks a lot for great info man

  • @sitrakaforler8696
    @sitrakaforler8696 Місяць тому

    énorme en vrai !

  • @philtinn3015
    @philtinn3015 Місяць тому

    Hi - thank you for the wonderful demo... has the notebook been made available on wandb github?

  • @michaeld9682
    @michaeld9682 Місяць тому

    This guy treats his contractors like subhumans

  • @jaceyang3375
    @jaceyang3375 Місяць тому

    very nice introduction. good articulation. thanks for upload❤

  • @andy111007
    @andy111007 Місяць тому

    is notebook available?

  • @intriqet8776
    @intriqet8776 Місяць тому

    What happens when the frame can only see one edge of the road? How does it know if it’s seeing the left edge or the right edge (to steer towards the center)?