Ankit Khandelwal @ankk98
Passionately Curious • Writing at https://t.co/KeCSVzC46r linkedin.com/in/ankk98/ Bangalore, India Joined October 2017-
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No podcast can top this conversation. @prvkhvr youtu.be/B-z_CpZwDcY?si…
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Ankit Khandelwal retweeted
ORBIT ACHIEVED. 🚀 Vikram-1 Test Flight-1 has reached orbit. India's first privately developed orbital rocket has completed its final burn and injected its payloads into a ~450 km orbit, making India the third country in the world with private orbital launch capability. History is made. 🇮🇳 #Vikram1 #JourneyToOrbit #SkyrootAerospace
@Kimi_Moonshot Prediction: To stay competetive frontier labs will now go even more aggresive & towards 10T param models in next 1 year or so
@Kimi_Moonshot There is no moat in developing closed source models. Most frontier labs will capture vertical stacks and try to lock in. More FDE jobs and enterprise sales incoming. More aggresive AI apps acquisitions incoming.
@UnslothAI @Kimi_Moonshot Locally on data center🤣
Use DSV4 Flash based agent & delegate to KIMI K3 based agent when quality needed. Perfect balance between cost/latency vs quality using open weight models.
@0xSero Amazing! But still the kv might be in bf16 and even if vram & bandwidth requirements are reduced, the compute req might still be too much for many local AI use cases. It would be interesting to see these kind of results with kv quant & moe.
@chenzeling4 I was thinking on the same lines but for strix halo igpu, in rust and hard cap on vram including paging & streaming kv cache.
Few months ago I replicated Action100M paper's automated video action annotation pipeline. Just made it's source code public. github.com/Ankk98/maml-api github.com/Ankk98/plm-cap… github.com/Ankk98/vjepa-s… github.com/Ankk98/llama-c… github.com/Ankk98/gptoss-…
@pupposandro Strix halo runs it at 50+ tps as well
I recently uploaded Q4 quants of Gemma 12B and Qwen 8B based dspark drafters thinking these might come in handy for others as well and within a day these got 750+ downloads. huggingface.co/ankk98/dspark-… huggingface.co/ankk98/dspark-…
I thought of trying to use GLM 5.2 over cursor and in one conversation ended up spending 10+ dollars. I wonder how much loss does cursor make per user.
@championswimmer @kunalb11 Hahaha finally whatsapp will be delta 4
@danielhanchen Trying a POC of dspark on llama.cpp for Gemma 4 12B github.com/Ankk98/llama.c…
@askalphaxiv Imagine evaluating a frontier model with basically middle-school math. Solve for 2 numbers using 5 probes, then 2 multiplies + ~4 additions per benchmark. You could do this with pen & paper. Insanely optimal.
@UnslothAI Gemma 4 12B QAT Qwen 3.6 35B A3B MTP GPT OSS 20B
@JiweiLi1 Tried Q4_K_M on local. On strix halo it gives about 20 tps tgp and 300 tps pp. Strangely this class of models struggles with editing python code especially with indentation when using pi coding agent.
If a system can simulate the consequences of action well enough, the boundary between planning and time travel starts to blur. #WorldModels #AGI #AI #Robotics #Simulation #Prediction #Planning #FutureOfAI
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