I used E5-Large-V2 last year https://
til.simonwillison.net/llms/embed-par
agraphs
… Currently exploring @nomic 1.5: https://
github.com/simonw/llm-nom
ic-api-embed
…
GENERATIVE AI
-
E5-Large-V2 and Nomic 1.5 embedding models exploration
By
–
-
Closed API LLMs Still Lead Open Source Alternatives
By
–
For LLMs the closed API-only models are for the most part still so far ahead of the openly licensed alternatives that I'm sticking with them despite this Embedding models are different though: plenty of high quality models offer both an API and open weights I can run myself
-
API Model Reliability and Self-Hosted AI Systems Concerns
By
–
Given how hard it is to iterate on, evaluate and build dependable systems on top of these models the idea that a model you've tuned an application for can have its API turned off at any moment is pretty nerve-wracking So I lean towards API models I can run myself if necessary
-
Open Weights Model Reaches High Arena Ranking Despite License Constraints
By
–
Nice to see an open weights model showing up this high on the Arena leaderboard Worth noting that Command R is licensed Creative Commons Non-Commercial, so it's great for research but not a dependable backup against API shutdown for commercial purposes
-
Quantum World Visualization Through Midjourney Prompt Experimentation
By
–
I've been having fun with this simple Midjourney prompt: "the quantum world only exists when i see it." Every image generated is different but interesting. #quantum #midjourney
-
Build Complex AI Agents: Automate RFPs, Legal Docs, Security
By
–
Learn how to build complex AI agents in this FREE webinar! April 4 9:30 pm Discover how agents can help you with complex tasks like: – RFP creation
– creating legal docs
– answering security questions
– creating on-the-fly dashboards RSVP here: http://
eventbrite.com/e/ai-agents-us
e-generative-ai-to-automate-complex-tasks-tickets-867066357817?aff=oddtdtcreator
… -
LLMs Automating Well-Defined Tasks and Front-End Code
By
–
I suspect that well-defined tasks that can be posted to Fiverr or have a clear set of success conditions (e.g. make a custom WordPress plugin) are not far from being "automated" if that's how you think about it. Front-end code is already very LLM-suited!
-
Open-source LLMs Transform Coding Practices with Clean Copyright
By
–
First I'd like to point out that there are permissively-sourced LLMs for coding, and there's nothing technical stopping all of them from having a clean Copyright chain of title. With that said, LLMs have fundamentally changed the way I code…
-
LLM2LLM: Iterative Data Augmentation Strategy for Model Fine-tuning
By
–
10). LLM2LLM – an iterative data augmentation strategy that leverages a teacher LLM to enhance a small seed dataset by augmenting additional data that can be used to effectively fine-tune models.
-
Long-Form Factuality Evaluation in Large Language Models
By
–
6). Long-form factuality in LLMs – investigates long-form factuality in open-domain by generating a prompt set of questions including 38 topics; also proposes an LLM-based agent to perform evaluation for the task.