Nandakishor m ✓

@Nandakishorm1

Laya A guy who is into edge AI LLM/VLM

2 106Followers

65Following

167Posts total

11.6KViews on collected posts

Ultimi post

Nandakishor m ✓@Nandakishorm121 Sep

@Nandakishorm1 That sounds good okayy 62 views · 0 likes · 0 reposts · 0 replies Open on X →

Nandakishor m ✓@Nandakishorm121 Sep

@Nandakishorm1 Using the agent to modify the trainer is the actual clever part. 147 views · 1 likes · 0 reposts · 0 replies Open on X →

Nandakishor m ✓@Nandakishorm121 Sep

@Nandakishorm1 thanks for sharing the repo. i wired Laya and Jev into my RCC platform, above the Claude and Codex harnesses, rather than adding it separately as a skill. i evaluated Laya and Jev against the same small frozen 12-case NOE decision corpus. Laya returned 6/12 with 0 582 views · 3 likes · 0 reposts · 1 replies Open on X →

Nandakishor m ✓@Nandakishorm121 Sep

Asking everyone to fine tune https://t.co/mwPvWGPY2n Just use any kinda agentic harness like claude code, codex etc. Change the code and use free kaggle GPUs to train your own use cases. Base model has limitations 10.8K views · 249 likes · 24 reposts · 18 replies Open on X →

Rispetto ad account della stessa dimensione

4 post degli ultimi 90 giorni, accanto alla fascia di under 10K follower. sotto i pari sia per copertura sia per interazione.

Visualizzazioni mediane364questo account4 175mediana per under 10K

Copertura, %17.31%questo account250.82%mediana per under 10K

Interazione, %0.68%questo account1.41%mediana per under 10K

Metrica	Questo account	Mediana per under 10K	Rapporto
Visualizzazioni mediane per post	364	4 175	0.09×
Copertura (visualizzazioni ÷ follower)	17.31%	2.5× audience	0.07×
Tasso di interazione	0.68%	1.41%	0.49×

Altri account di questa fascia → Confronta con un altro account → Come sono costruiti questi parametri →

Growth & engagement

How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.

Views per post

10.8K21 Sep

582

147

Last 4 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

2.73%21 Sep

0.69%

0.68%

0.00%

Reactions — likes, reposts, replies and quotes — divided by views. Median for under 10K accounts is 1.41%.

What the audience does

Likes57.8%253 in total

Reposts5.5%24 in total

Replies4.3%19 in total

Quotes0.9%4 in total

Bookmarks31.5%138 in total

Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.

The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.

Ultimi post

Rispetto ad account della stessa dimensione

Growth & engagement

Views per post

Engagement rate per post

What the audience does

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