Nandakishor m ✓

@Nandakishorm1

Laya A guy who is into edge AI LLM/VLM

2 106Followers

65Following

167Posts total

11.6KViews on collected posts

Son gönderiler

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 →

Aynı büyüklükteki hesaplara karşı

Son 90 güne ait 4 gönderi, under 10K takipçi aralığıyla yan yana. hem erişimde hem etkileşimde benzerlerinin altında.

Medyan görüntülenme364bu hesap4 175under 10K için medyan

Erişim, %17.31%bu hesap250.82%under 10K için medyan

Etkileşim, %0.68%bu hesap1.41%under 10K için medyan

Ölçüt	Bu hesap	under 10K için medyan	Oran
Gönderi başına medyan görüntülenme	364	4 175	0.09×
Erişim (görüntülenme ÷ takipçi)	17.31%	2.5× audience	0.07×
Etkileşim oranı	0.68%	1.41%	0.49×

Bu aralıktaki diğer hesaplar → Başka bir hesapla karşılaştır → Bu kıyas değerleri nasıl kuruluyor →

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.

Son gönderiler

Aynı büyüklükteki hesaplara karşı

Growth & engagement

Views per post

Engagement rate per post

What the audience does

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