Pranav
46 posts


@kavya_manohar @huggingface Hey, I’m working around with Ml-TTS model how can I contact you
English

I am genuinely proud to have played a part in this.
We have 8 ASR models released as part of the Vividh stack!! Check out the blog on @huggingface .
Arghya Bhattacharya@orgho12
🚨Indic ASR Drop from @Adalat_AI 🚨 We built a 244M ASR model that beats models up to 6x its size on Hindi and Malayalam. The secret? We broke the standard fine-tuning playbook. 1. Instead of easy → hard, we did hard → easy. 2. High LR to shatter the decoder’s pretrained basin. 3. Reverse curriculum so peak plasticity hits the hardest acoustic conditions. The results :- → Hindi: 15.73 WER vs 21.05 (Vaani Large-v3, 1.5B by @artparkindia ) → Malayalam: 39.64 vs 47.96 (IndicWhisper, 769M by @ai4bharat) Releasing Vividh-ASR + model weights openly. Link in comments. Credits to @kavya_manohar, @kushjuvekar & Manas for shipping this in service of the mission!
English

@sid250581 @Sapient_Int Thanks telling letting me know, waiting for results
English

Thanks for asking.
when we get into root of medical notes it is messy and long range documents, nested entities etc.The bidirectional attention over the input helps the model better understand the full context.
and also it's tiny to deploy on device(1B)
just gets into a curiosity to fine tune first especially in medical.that's it
English

the only ubuntu user among mac users.
this is how i got into mlx india chennai.
fine-tuned @Sapient_Int HRM-Text-1B on nvidia/Nemotron-PII for medical PII de-identification. as far as i can tell, nobody has fine-tuned this model before.
what made it non-trivial: HRM is a PrefixLM, not a standard causal LM. the checkpoint ships with legacy fused weights (gqkv_proj, gate_up_proj) that don't map to the current transformers implementation. had to write a custom conversion layer to get zero missing weights
Next I will be publishing the full code and a step-by-step guide soon
shoutout to @sabeshbharathi for organizing this amazing event


English

@Pranav_ai Of course.... Hope it won't name me fall in love with uni... Trying to drop out
English

@algozeus_ Supervise, before changing any code, tell ai your needs , ask plan and outcomes. If you happy with it let the ai make the changes.
English

Received this email from Cursor. We just can’t have nice things here in India because of some rotten people 🥲. Now even cursor has flagged all Indian students as fraudsters
@cursor_ai

English















