Defog.ai @defogdata
Deploy fine-tuned LLMs for enterprise analytics. Powered by SQLCoder. YCW23 defog.ai San Francisco Joined November 2021-
Tweets284
-
Followers3K
-
Following17
-
Likes289
I had the opportunity to present DB-Agent, an open-source AI agent designed for intelligent database interactions, at AAAI-25! It’s simple streamlit app with @defogdata SQL model. Works great across most platforms and game changer for non tech users who don’t write SQL #AAAI25
1.5 years of work, re work, learning, and more work, by this awesome team @defogdata is now open for all to use 🎉
1.5 years of work, re work, learning, and more work, by this awesome team @defogdata is now open for all to use 🎉
Open-sourcing Introspect: MIT-licensed Deep-Research for your internal data! Works with spreadsheets, databases, PDFs, and web search. Has a remarkably simple architecture – Sonnet agent armed with recursive tool calling and 3 default tools. Best for use-cases where you want to…
Benchmarking Open vs Closed SOTA models on Text-2-SQL via @defogdata SQL Eval using @OpenRouterAI 🐋 Deepseek V3 🟠 Sonnet 3.5 ⚫ gpt4o-latest 🦦 Qwen2.5-Coder 32B 🦙 Llama-3.3 70B
We made a thing! Very happy to announce sqlcoder-pro and the Defog Alignment Platform. Available to use immediately without a wait-list, weights will be open-sourced very soon. The video does a quick show and tell comparison against ChatGPT (with gpt-4o). Read on for more…
Just finished running evals for Postgres text-to-SQL on the new Llama 3 models TLDR - Unfinetuned llama models not (yet) as good as OpenAI and Claude models, but will easily outperform with finetuning on domain specific tasks - Llama 3.1 8B is faaaar better than the Llama 3 8b…
Defog AI Introduces LLama-3-based SQLCoder-8B: A State-of-the-Art AI Model for Generating SQL Queries from Natural Language Defog introduced LLama-3-based SQLCoder-8B, a state-of-the-art model for generating SQL queries from natural language. This new model stands out by…
Llama-3 based SQLCoder 8b is out! Open weights with a commercially friendly cc-by-sa license. Probably the best <10B param model for Postgres text to SQL right now. Slightly better than gpt-4-turbo and claude opus for 0-shot text to SQL generation. Also approaches their…
Cloudflare's new AI announcements look fun! Check out sqlcoder-7b-2 on their playground :D playground.ai.cloudflare.com Unfortunately allows only for chat-styled inference right now (which we are not optimized for) – but still outperforms other models for text to SQL tasks!
Pretty cool to see this on HF trending today :D Also, building some fun MLX integrations, thanks to @Ubunta's awesome MLX port. Already a part of sql-eval in this PR: github.com/defog-ai/sql-e…
Just reproduce SQLCoder-7b-2 (fp16) from @defog with a beam_size of 1. It achieved around 87%, as mentioned by @rishdotblog earlier. So, how about AWQ and int8 KVcache? Let's guess. 🧐
You can now run SQLCoder with a GUI on Apple Silicon or any NVIDIA GPU-enabled device! On Apple Silicon, just run CMAKE_ARGS="-DLLAMA_METAL=on" pip install "sqlcoder[llama-cpp]" sqlcoder launch The Apple Silicon version is not super accurate, but works great for simple…
Two big updates today! We updated the weights for sqlcoder-7b-2, and it now outperforms GPT-4 for most SQL queries – specially if you give it the right instructions and prompt well @huggingface link here: huggingface.co/defog/sqlcoder… 2) We've added basic instruction following…
Use big models to specialize small models! Thats the way. 💫 🚀 7B Text-to-SQL model outperforms @OpenAI GPT-4 (Turbo)! @defogdata released a new fine-tuned @AIatMeta Code Llama 7B model outperforming the latest GPT-4 & GPT-4 Turbo Models! The team boosted the 7B performance by…
7B model better than the most recent GPT4 out of the gate on text to SQL! I've said it and will say it again: except for very general tasks (like a search engine), smaller models are better/cheaper/faster!
7B model better than the most recent GPT4 out of the gate on text to SQL! I've said it and will say it again: except for very general tasks (like a search engine), smaller models are better/cheaper/faster!
Launching the second generation of SQLCoder-7b on @huggingface today! This is distilled from our 70B model, and performs around as well* as GPT-4 for text-to-SQL generation. Finetuned on @AIatMeta's CodeLlama-7b. *To be more precise – this model is much better at ratios and…
it works! SQLCoder70B for MLX / apple silicon is live. the model path is here: huggingface.co/mlx-community/… you'll need defog's system prompt below for it to work. (question and response outputs a bunch of junk tokens but outputs work well for new / fresh convos): ### Task…
India in Pixels by As... @indiainpixels
244K Followers 670 Following Built https://t.co/fzeWKl1DqS (42000+ users) ✨ 600k+ subs on YT | https://t.co/fv5WDOz07K
Medha Basu @medha_basu
1K Followers 1K Following Co-founder @DefogData (YC W23). Former journalist/editor/content marketing person. Once interviewed a terrorist
shyamal @shyamalanadkat
19K Followers 1K Following applied AI @openai. I work with the world's leading startups and developers to bring the benefits of safe AI to every human. views my own 🇮🇳 @dukeu
Aziz 〜 | aziz3.eth @azizahmedkhan
235 Followers 761 Following Developing a CMS for wall-mounted screens. https://t.co/QufNJ6uno5 My retweets are mostly sticky papers. Favourite colour #28282B
V @ursuleacv
1K Followers 3K Following Software developer. Analytical, logical, truth seeking. Patterns tell stories.
Ton Balıklı Makarna @tonbaliklimakra
9 Followers 226 Following
Aditya @aditya_________
740 Followers 4K Following
AZIZ @azizalto
422 Followers 5K Following Open source | Programming | Applied ML & AI | PhD CS | learn, get inspired, build, smile, repeat 🔁
Prakash Kagitha @prakashkagitha
369 Followers 2K Following Research Assistant @DrexelUniv. Improving planning with LLMs. Previously, Lead Data Scientist @ https://t.co/yohjwHWaMY
Jose @bbucle_net
24 Followers 263 Following
نهار السلمي @nhhaarr0543737
40 Followers 2K Following
chaitanya shah @chaitanyarshah
266 Followers 4K Following
sara @010970571789sar
65 Followers 1K Following
Orion Wambert @orion_wambert
136 Followers 544 Following Expert in #JakartaEE, #Flutter, #Javascript, and #Nodejs development. Working to make tech more accessible.
Fatih⏩⤴️ @taskinfatih
675 Followers 6K Following Lover of all novel and hard concepts: especially machine learning and systems theory
Driwaw @Driwaw6197
15 Followers 933 Following
Jamaur Bronner @jambronner
629 Followers 5K Following Likes to talk AI & automation - Ex-BCG & Xendit (employee #70 at ~$1B startup) - Duke Neuroscience BS, Berkeley MBA
Ren @contextprompt
28 Followers 2K Following
Siddharth @Pseudo_Sid26
577 Followers 1K Following ML-DLpaglu | SportsPaglu | DHHpaglu | Building too much | Freelance-Paglu | 5x :🏆ML Hacks | Passionate (sometimes professional) Music Producer |
Ouparhwal @Ouparhwal64860
18 Followers 851 Following
Ghost @Ghost_Racer1
0 Followers 97 Following
Nejea @Nejea664
28 Followers 1K Following
Daniel Samanez @DanielSamanez3
2K Followers 6K Following consciousness accelerationist - ai non determinist computing physics philosophy… trying to never forget that in our infinite ignorance we are all equal -popper-
japanese trains and v... @BhureBachchanJi
73 Followers 4K Following often thinks about the Mauryan Empire
Harshal @harshwq
283 Followers 3K Following Losing some and trying to win some | ex - SWE @Qualcomm | ex- @SiliconLabs | Embedded Software | Firmware | Electronics
Machine learning in B... @ai__analytics
585 Followers 5K Following When #Business #Analytics meets Machine Learning. Machine learning, #ML, #AI, #Algorithms, #businessanalytics
morefun @the1552lurker1o
201 Followers 5K Following
Ryan Huang @nvbkdw
90 Followers 2K Following Part-time Indie hacker building: 🎨 https://t.co/dZTgHfSbHW 💰 https://t.co/gVF6BefmPv 💸 https://t.co/z1TyGyfujC
Kumaresh Rajarajan @hellboy_tweets
247 Followers 2K Following Learner of Life. Admirer of Nature. Football Freak.
Zaiyan Alam @Zayaannn_
24 Followers 504 Following Research Associate @akranlu @Purdue| Past: Research Engineer + AI intern @USC_ISI, MS in CS @USC
Nick Lemoff @nlemoff
40 Followers 205 Following Cracked 21 Year Old | Founding Engineer at https://t.co/vZTwOA9vR9 | Fantasy Football Data Enjoyer | Prev @nist, @eesalbnl, @berkeleycdss, @mojovisioninc
Sourabh Karandikar @SG_Karandikar
12 Followers 841 Following ML Engineer || Carnegie Mellon University || Interests : Automation & Decentralization
alireza @alireza94
2K Followers 2K Following
sacaraberezasi @sacaraberezasi
61 Followers 2K Following
Simone @simonedesantis3
43 Followers 521 Following
Cl𝐀ud𝐈o @Klaudioz
948 Followers 4K Following Probably the "Claude" you meant. Token burner. Contractor orchestrating intelligence with a swarm of agents ⚡ | 2023 #1 world-profit bounty hunter @Replit 🏆💰
Rishabh Mittal @iamrishabh_05
85 Followers 990 Following
NextGenAiTuts @NextGenAiTuts
13 Followers 776 Following
Y Combinator @ycombinator
1.5M Followers 346 Following We help founders make something people want. Subscribe to our newsletter: https://t.co/sjqjxxBeLc
Medha Basu @medha_basu
1K Followers 1K Following Co-founder @DefogData (YC W23). Former journalist/editor/content marketing person. Once interviewed a terrorist
Menlo Research @menloresearch
3K Followers 343 Following Anti-Robot Robot Club. Community: https://t.co/tQV4qpFX3h
Shreyas Gadgin Matha @shreyasgm
437 Followers 690 Following Senior Computational Social Scientist at Harvard Kennedy School. On mastodon/fediverse as @[email protected]
Krishna Srinivasan @krishna2
752 Followers 4K Following I code stuff. I build models. I work in NLP/DL at Google Research.
Aman Bhargava 📊 @thedivtagguy
3K Followers 2K Following data, design, maps, urbanism Dev @RevisualLabs, prev. @ReutersGraphics | #DataViz 🦋 https://t.co/vGOuHOJqRW 📧 [email protected]
Wendy Aw @wendyaww
66 Followers 36 Following
Or Hiltch @_orcaman
11K Followers 3K Following Co-Founder, CTO @ Skyline AI (acquired by @JLL) and StreamRail (acquired by @unity). Lecturer @TelAvivUni
Clarence Chio @cchio
2K Followers 3K Following https://t.co/Zb9Lh6hQFC, cchio.eth, https://t.co/lopUD8JilP, https://t.co/bWpG7KOlLK, https://t.co/pf3qwIwsjx
IcePanel @ice_panel
600 Followers 120 Following 🧊 Align on technical decisions across your software engineering and product teams | YC W23 #icepanel #c4model #softwarearchitecture
Manas Sharma @manshar_
412 Followers 800 Following Front End @defogdata ex @ReutersGraphics, @PostGraphics, Hindustan Times and Infovis lab, IITB
first check $500k-1M ... @ajhodls
5K Followers 823 Following recovering founder and self-loathing VC
Trends for United States
You might like
