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Nandakishor m ✓

@Nandakishorm1

Laya A guy who is into edge AI LLM/VLM

2 106Followers
65Following
167Posts total
11.6KViews on collected posts

Latest posts

@Nandakishorm1 That sounds good okayy 62 views · 0 likes · 0 reposts · 0 replies Open on X →
@Nandakishorm1 Using the agent to modify the trainer is the actual clever part. 147 views · 1 likes · 0 reposts · 0 replies Open on X →
@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 →
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 →

Against accounts of the same size

4 posts from the last 90 days, next to the under 10K follower range. below its peers on both reach and engagement.

Median views364this account4 175median for under 10K
Reach, %17.31%this account250.82%median for under 10K
Engagement, %0.68%this account1.41%median for under 10K
MetricThis accountMedian for under 10KRatio
Median views per post3644 1750.09×
Reach (views ÷ followers)17.31%2.5× audience0.07×
Engagement rate0.68%1.41%0.49×

Others in this range →   Compare with another account →   How these benchmarks are built →

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
62

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.

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