Suneel

Engineer

[Suneel @suneel_matham]

None of the latest tts models seem to be good at pauses while keeping up prosody

[Suneel @suneel_matham]

Been reviewing my work at the end of day with voice AI and it's pretty good at finding blindspots if i push for it but bad at holding my attention with long explanations

[Suneel @suneel_matham]

Voice bot can now search autonomously across the web, extracting details and maintain a summary in any format controlled by voice. Here it is looking up reddit reviews to come up with pros and cons of a product

[Suneel @suneel_matham]

Voice bot can now extract and highlight across webpages. Would be helpful in extracting details when comparing products across sites

[Suneel @suneel_matham]

@0x0manish Thanks:)

[Suneel @suneel_matham]

Built an AI voice bot that can guide through PDFs. Here, it is guiding through an insurance policy document by highlighting specific details and updating a running summary with citations

[Suneel @suneel_matham]

@subhashMkashyap Thanks, will be deploying soon

[Suneel @suneel_matham]

@0x0manish Yeah, the bot highlights and scrolls to the relevant sections to explain in a simple way

[Suneel @suneel_matham]

@subhashMkashyap @deepseek_ai I find its cot more interesting to read than the answer 😄

[Suneel @suneel_matham]

Created a Github bot that can review code. Been useful for catching bugs and security issues in long PRs.

[kache @yacineMTB]

another day fighting against the demon of abstraction

[Suneel @suneel_matham]

Experienced the midwit curve where had to research all kinds of techniques to control long seq activations from blowing up memory. Didn't have to apply any of it once i got access to a bigger gpu couple days later. That said, ring attention is really cool

[Suneel @suneel_matham]

Was able to connect a pretrained language model to decode audio. Should see if it can generate coherent audio with modest compute

[Suneel @suneel_matham]

Pretty hard to trace through modeling code in huggingface without vscode debugger since most of the important params are being passed around in kwargs

[Suneel @suneel_matham]

@mynamebedan Would be quite useful for debugging neural nets. A lot of metrics are already visualized to understand training behaviour but they're all proxies for figuring out what's blocking gradient flow or loss

[Suneel @suneel_matham]

Tuned Mistral 7B to guide one step at a time for coding tasks with SFT on a synthetic dataset. It seems to get stuck in reasoning loops for long multi step tasks tho

[Suneel @suneel_matham]

Code:
https://t.co/KYIXy3BCfm

[Suneel @suneel_matham]

Open sourcing code for sharing screen with gpt-4. Also, added options for open vision models like Llava and Bakllava.
Aim's to develop open agents that can specialize and assist with coding and using complex tools. You can try the demo here - https://t.co/S5uJVmQDBl

[Suneel @suneel_matham]

Does anyone know why ec2 autoscaling takes 5min to scale out despite setting a 30s warmup and cooldown period

[Suneel @suneel_matham]

@fintars yeah, this week

[Suneel @suneel_matham]

Iteration 2 of screensharing with gpt-4. Reduced latency, converted the cube into a sphere.
Also, it can summarize and take notes for later use.
https://t.co/gPQFTuSnpo