Manas Ranjan Kar

Delivering high impact AI solutions in Finance, Insurance and Healthcare. #NLP #MachineLearning #AI #NITRourkelaAlumnus #UCONNAlumnus

[Manas Ranjan Kar @manaskar]

@holytrinity @rotaercz Haha. Hope someone gets this

[Manas Ranjan Kar @manaskar]

@OdishaGrowthHub @MohanMOdisha @MahalingMukesh @CMO_Odisha @InvestInOdisha @EIT_Odisha @vishaldevk @SecyChief @IND_Odisha Need to move jobs to Other cities across the state.
BBSR QoL is starting to decline due to unplanned growth.

[Manas Ranjan Kar @manaskar]

@magicmanace @BenRabidoux Maybe faster/ better GTA commute connectivity?

[Manas Ranjan Kar @manaskar]

@__vandos__ @chamath Are you able to stand by the accuracy of the output?
If business smes dont need to review the output that is a game changer..

[Manas Ranjan Kar @manaskar]

@elonmusk C based ML Training will become more mainstream for
larger models.. Believe Karpathy showed we can train a GPT-3 small for something like $20 using this approach..

[Manas Ranjan Kar @manaskar]

@PlanBpassport Family of 4 with 3 nationalities means 2 of them share passports (nationalities), right?

[Manas Ranjan Kar @manaskar]

@HaochengXiUCB Will this extend to KMode and KPrototypes ?

[Manas Ranjan Kar @manaskar]

@tesla_archive Wouldn't call this Curse of Dimensionality.
Maybe a variation of Imbalanced Class Distribution in training data.

[Manas Ranjan Kar @manaskar]

@BenjaminDEKR No one wants to enable non deterministic autonomous buying decisions so maybe none of these?

[Manas Ranjan Kar @manaskar]

@RobS142 @seconds_0 Seems few understand this. One would have thought Zuck would.

[Manas Ranjan Kar @manaskar]

@tbpn Does this have ability to mix data sources in desired ratios and I assume do Continued Pre Training from some standard checkpoint?
Also CPT will not be cheap.

IMO we are looking at hundreds of thousands if not million $ surprise bills here.

[Manas Ranjan Kar @manaskar]

@AlexanderSpangh Inverse RL was a term I heard from one of my managers about 5 yrs ago - learn Rewards from Policy - we had decided it was better if we called it the FAFO approach..

[Manas Ranjan Kar @manaskar]

@GithubProjects fix

[Manas Ranjan Kar @manaskar]

@thegautamkamath Thats the law or conservation of energy at work.

[Manas Ranjan Kar @manaskar]

@manas_muduli We need daily connections to Dubai / Abu Dhabi and Singapore and then BBI will be truly globally connected and other airports will become feasible.

[Manas Ranjan Kar @manaskar]

@flavioAd If I remember, there was news about benchmark hacking for Llama4.

KimiK2 OTOH rolling out great Trillion plus parameter models (maybe using the muon optimizer that ensures stable training at scale)..

[Manas Ranjan Kar @manaskar]

@DavidKPiano etc ?

[Manas Ranjan Kar @manaskar]

@DataChaz So re serializing a json as a serialized dataframe?

[Manas Ranjan Kar @manaskar]

@basicprompts Yeah - paused a long time on this very point when reading up on SwiGlu Activation for my work.
It just works and we don't know the mathematical underpinnings why. 🤷

[Manas Ranjan Kar @manaskar]

@DiogoSnows @Thom_Wolf Sounds like MLM based BERT training? Would like to know the difference.