4.0
@hn_eb81d3
about 1 month ago
Smart choice using Groq's free tier with LLaMA 3 - the speed is hard to beat for real-time summarization. Using Mozilla Readability for extraction is solid too, it handles messy article HTML surprisingly well. Curious - how do you handle pages where Readability fails to extract cleanly, like single-page apps or paywalled content? Also, DOMPurify for sanitization is a nice touch for security. 36 customization combos is a lot of flexibility without overcomplicating the UX.
3.0
@hn_2e41b7
about 1 month ago
Llama3 still is worse than GPT4 for programming, but I expect this gap to be eliminated as newer versions of Llama keep coming.
https://openlm.ai/coder-evalplus/ says that CodeQwen1.5-7B-Chat is the best open model for coding.
https://huggingface.co/spaces/open-llm-leaderboard/open_llm_... lists davidkim205/Rhea-72b-v0.5 as the best open model overall.
https://leaderboard.tabbyml.com/ lists DeepSeekCoder-6.7B as the best for coding.
The takeaway is that Llama 3 looks a lot better than Llama 2, and I expect this trend to continue to 4 and 5, to the point where 5 could overtake GPT4.
4.0
@hn_efc966
about 1 month ago
Brave API (Bing is good as well). Here's a little gist (Elixir). It's pretty rudimentary so far and needs refining, but works alright enough (result at bottom): https://gist.github.com/cpursley/b4af2ff3b56c912f659bd5300e4...
The most useful part is probably the prompt and usage of Phi 3 Mini 128K Instruct for web page summarization and Llama 3 for the final summary (of the summaries). I'm parsing out all but minimal content html but might even remove that to keep context length down.
4.0
@hn_c17e04
about 2 months ago
I'd be careful sending raw audio to public APIs given the sensitive commercial info. A local pipeline with Whisper and Llama 3 is viable now and solves the privacy issue. It also keeps the long-term inference costs much lower.
3.0
@hn_52afe5
about 2 months ago
Llama 3 is far from cutting edge now and the value from quality analytics would far surpass risk adjusted odds of your info leaking.