Eddie Forson @Ed_Forson
Builder + AI enthusiast | Currently tinkering with AI Agents here 👉🏿 https://t.co/qYtfsB3sll edforson.substack.com Remote Joined October 2011-
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🤯 A GUI for fine-tuning the Llama-3 models on a free T4 GPU! 👉 𝐋𝐋𝐚𝐌𝐀 𝐅𝐚𝐜𝐭𝐨𝐫𝐲 🚀 Two Llama-3-fine-tunes using LLaMA Factory are already available at @huggingface Hub -- check Llama3-8B-Chinese-Chat and Llama3-Chinese for details.
For all the 5-D business chess strategists out there, please explain to me why Meta is pushing for Open Source LLMs via Llama? What do they have to gain in doing this? What are the 1st/2nd order effects if they succeed in building models just as good as the top private LLMs?
For people out there working with AI Agents, what do you set the temperature of your chat completions to? I currently set mine to 0.6 (really no idea why - haven't done any benchmarking). I'd appreciate any good resources on how to best pick the temperature setting.
Alright it looks like I'm going to build my toy RAG applications using Pinecone to begin with. Not planning to use Langchain nor LlamaIndex at this stage. Anyone else building RAG apps from scratch?
Charlie Ward 🍜 (ra.. @charlierward
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Excited to share our work at @GoogleDeepMind! We propose Naturalized Execution Tuning (NExT), a self-training method that drastically improves the LLM's ability to reason about code execution, by learning to inspect execution traces and generate chain-of-thought rationales 🧵👇
We’re going to get AI models that are much better at reasoning within 6mo. Do *everything* you can to prepare your workflows for that moment. On day 1 you’ll be moving 200mph while everyone else is scrambling. Massive advantage.
I suspect in a year everyone will resolve to two realizations: (1) you win at the app layer due to constant AI model evolution or (2) you vertically integrate the technology with product to win in an outsized way at the app layer. Any pure software technology will have its…
LLAMA 3 8B was amazing but will be overshadowed Phi-3 mini 4b, small 7b, medium 14b this week, and the benchmarks are fucking insane Synthetic data pipelines are massive improvements over internet data Flywheel only continues with big models too when these techniques are applied
Had a great time teaching this "Intro to Crypto Data" workshop in Accra 🇬🇭✨ Huge thanks to @abena_eth and the @ETHAccra team for organising the event!
We are on track for $20k MRR It wasn’t always an upward chart 📈 Let me tell you a quick story about my failures and what it took to get here 🧵
A paradigm shift. Yesterday, while discussing with my developer as usual, I said, "Let’s run this dataset through ChatGPT and get it prelabeled. Please estimate the cost." Then, a minute later, I was like, "Wait, why don’t we just install LLama 3 70B on our GPU and run it there?"
The dataset is everything. Great read: nonint.com/2023/06/10/the…
If in 2 years, I can grow 2 API endpoints to 158 paying customers in a super niche market... You probably can go much further in more established and larger markets with your SaaS. Just. Don't give up. Just...
Meta is going to have 350,000 H100s by the end of the year. Given lead times, they probably had to start ordering them in 2022. How did Zuck know he'd need all these GPUs?
🤯 A GUI for fine-tuning the Llama-3 models on a free T4 GPU! 👉 𝐋𝐋𝐚𝐌𝐀 𝐅𝐚𝐜𝐭𝐨𝐫𝐲 🚀 Two Llama-3-fine-tunes using LLaMA Factory are already available at @huggingface Hub -- check Llama3-8B-Chinese-Chat and Llama3-Chinese for details.
early results from the charred scroll decipherings via ML this has to be an incredibly exciting time for classicists ht @shitotaur
@Ed_Forson Zuck talks about this with @dwarkesh_sp on his podcast Essentially: - Open source can help establish a standard that is used - Some amount of business positioning for sure. How do you win against OpenAI, Anthropic (closed) - Zuck truly believes this should be open source
@Ed_Forson 1. Improves their hiring brand, working on cutting edge stuff again and giving it away. 2. Weakens Google, Microsoft and OpenAI by making open source alternatives freely available. 3. Their existing business is strong enough they don't need to rely on closed source AI as a direct…
Marc got a DDoS attack and billed $2k 😱 And you don’t want to be the next guy. Here’s what you should do to avoid this 🧵 👇
I've been researching Agents for the past 6 months and collected 40+ materials on the most capable architectures & implementations. The intent was to publish a comprehensive overview, like I did on RAG techniques, but been too busy with iki.ai, so sharing it…
I didn't get into YC. I'm 35 with a wife, two kids in school and I live 2,800 miles from San Francisco. I didn't get it because I didn't apply. Priorities change when raising a family. I'm simply not in a position to move away from my family for three months. I've put them…
I am excited to return to search and lead Perplexity's latest round:
Excited to announce we've raised 62.7M$ at 1.04B$ valuation, led by Daniel Gross, along with Stan Druckenmiller, NVIDIA, Jeff Bezos, Tobi Lutke, Garry Tan, Andrej Karpathy, Dylan Field, Elad Gil, Nat Friedman, IVP, NEA, Jakob Uszkoreit, Naval Ravikant, Brad Gerstner, and Lip-Bu…