Viswaretas Kotra - DEV Community

Viswaretas Kotra

Nov 14

DPO vs RLHF: which should you use to align a model?

#machinelearning #ai #llm #deeplearning

1

9 min read

Viswaretas Kotra

Nov 14

How does knowledge distillation work for LLMs?

#machinelearning #llm #ai #deeplearning

1

8 min read

Viswaretas Kotra

Nov 13

What are the best SaladCloud alternatives for GPU workloads?

#gpu #machinelearning #cloud #ai

8 min read

Viswaretas Kotra

Nov 13

How do you let Cursor's agent run code on a cloud GPU?

#cursor #mcp #ai #gpu

8 min read

Viswaretas Kotra

Nov 13

How can an AI startup get free GPU and cloud credits?

#startup #cloud #gpu #machinelearning

9 min read

Viswaretas Kotra

Nov 13

LoRA vs full fine-tuning: when is LoRA good enough?

#machinelearning #llm #finetuning #gpu

1

8 min read

Viswaretas Kotra

Nov 13

How do you fine-tune Qwen with LoRA in the cloud cheaply?

#machinelearning #llm #qwen #finetuning

10 min read

Viswaretas Kotra

Nov 12

Nodus vs Fireworks AI: which is better for fine-tuning?

#machinelearning #ai #llm #mlops

10 min read

Viswaretas Kotra

Nov 12

What are the best open-source sandboxes for AI agents?

#ai #agents #opensource #security

9 min read

Viswaretas Kotra

Nov 12

A100, H100, H200, B200, B300: which GPU should you pick?

#gpu #machinelearning #nvidia #ai

8 min read

Viswaretas Kotra

Nov 11

B200 vs H200: which is the better GPU for LLM work?

#gpu #ai #machinelearning #nvidia

9 min read

Viswaretas Kotra

Nov 11

What is vLLM, and why is it faster than plain Transformers?

#vllm #llm #inference #machinelearning

9 min read

Viswaretas Kotra

Nov 11

What are the best Paperspace alternatives in 2026?

#gpu #machinelearning #cloud #ai

8 min read

Viswaretas Kotra

Nov 11

How do you fine-tune Llama on your own data in the cloud?

#llama #machinelearning #ai #tutorial

9 min read

Viswaretas Kotra

Nov 10

B200 vs H100: how much faster is Blackwell for training?

#gpu #machinelearning #nvidia #ai

9 min read

Viswaretas Kotra

Nov 10

Should Claude Code run on your laptop or a cloud machine?

#ai #claude #devops #productivity

7 min read

Viswaretas Kotra

Nov 10

How do you train an AI model on your own data in the cloud?

#machinelearning #ai #tutorial #python

8 min read

Viswaretas Kotra

Nov 10

What are the best Jarvis Labs alternatives for training in 2026?

#gpu #machinelearning #cloud #devops

8 min read

Viswaretas Kotra

Nov 10

What are the best TensorDock alternatives for training in 2026?

#gpu #machinelearning #cloud #devops

8 min read

Viswaretas Kotra

Nov 9

Six wrong normalization formulas passed a correctness check

#machinelearning #computerscience #gpu

9 min read

Viswaretas Kotra

Nov 9

The reward is part of the dataset

#machinelearning #gpu #computerscience

2 min read

Viswaretas Kotra

Nov 9

How do you move training jobs from Modal to Nodus?

#machinelearning #python #gpu #tutorial

9 min read

Viswaretas Kotra

Nov 9

What are the best Crusoe Cloud alternatives for AI teams?

#gpu #machinelearning #cloud #ai

9 min read

Viswaretas Kotra

Nov 8

Can an AI agent fine-tune a model for you, end to end?

#ai #llm #mcp #machinelearning

7 min read

Viswaretas Kotra

Nov 8

How much does an NVIDIA B200 cost to buy or rent?

#nvidia #gpu #machinelearning #ai

8 min read

Viswaretas Kotra

Nov 8

Is an RTX 5090 good for AI compared with an A100 or H100?

#gpu #ai #machinelearning #nvidia

8 min read

Viswaretas Kotra

Nov 8

How expensive is Runpod for training and fine-tuning?

#runpod #gpu #machinelearning #cloud

9 min read

Viswaretas Kotra

Nov 8

What are the best Hyperstack alternatives for AI training?

#machinelearning #gpu #cloud #ai

7 min read

Viswaretas Kotra

Nov 7

How do you run AI agent evals in parallel on cloud GPUs?

#ai #agents #python #testing

10 min read

Viswaretas Kotra

Nov 7

Where can you get NVIDIA B300 GPUs by the hour?

#gpu #nvidia #machinelearning #cloud

7 min read

Viswaretas Kotra

Nov 7

vLLM vs SGLang: which LLM inference engine is faster?

#llm #ai #machinelearning #performance

9 min read

Viswaretas Kotra

Nov 7

Why is GPU utilization low during PyTorch training?

#pytorch #machinelearning #python #gpu

9 min read

Viswaretas Kotra

Nov 7

H100 vs H200: which GPU should you use for LLM training?

#gpu #machinelearning #ai #nvidia

8 min read

Viswaretas Kotra

Nov 6

What is an MCP server, and how can it give agents GPUs?

#mcp #ai #gpu #claude

1

7 min read

Viswaretas Kotra

Nov 6

How does Modal pricing work for training and fine-tuning?

#modal #pricing #machinelearning #gpu

8 min read

Viswaretas Kotra

Nov 6

How do coding agents run jobs that take hours, not minutes?

#ai #mcp #claudecode #productivity

1

7 min read

Viswaretas Kotra

Nov 6

Can you train your own LLM, and what does it actually take?

#llm #machinelearning #ai #gpu

7 min read

Viswaretas Kotra

Nov 6

RAG vs fine-tuning: which should your LLM app use?

#ai #machinelearning #llm #rag

2

8 min read

Viswaretas Kotra

Nov 5

How much does it cost to fine-tune a 70B model?

#machinelearning #llm #gpu #finetuning

8 min read

Viswaretas Kotra

Nov 5

Can OpenAI Codex run GPU jobs, and how do you set it up?

#ai #codex #mcp #gpu

7 min read

Viswaretas Kotra

Nov 5

How many GPUs do you need to train an AI model?

#gpu #machinelearning #ai #pytorch

8 min read

Viswaretas Kotra

Nov 5

B300 vs B200: what does Blackwell Ultra add for training?

#nvidia #gpu #machinelearning #ai

8 min read

Viswaretas Kotra

Nov 5

How do you train on AWS spot instances without losing work?

#aws #machinelearning #mlops #gpu

9 min read

Viswaretas Kotra

Nov 4

What compute do you need for RL training of LLM agents?

#ai #machinelearning #reinforcementlearning #agents

7 min read

Viswaretas Kotra

Nov 4

How do you fine-tune Mistral 7B on your own data?

#machinelearning #llm #ai #tutorial

8 min read

Viswaretas Kotra

Nov 4

PPO vs DPO vs GRPO: which RL method should you use?

#machinelearning #ai #llm #deeplearning

8 min read

Viswaretas Kotra

Nov 4

LoRA vs QLoRA: which should you use to fine-tune an LLM?

#machinelearning #llm #gpu #ai

8 min read

Viswaretas Kotra

Nov 3

Nodus vs Azure GPUs: which is cheaper for model training?

#azure #gpu #machinelearning #cloud

8 min read

Viswaretas Kotra

Nov 3

Which sandboxes give AI agents GPUs: Modal, E2B or Nodus?

#ai #agents #gpu #devops

1

8 min read

Viswaretas Kotra

Nov 3

A100 vs H100: is the H100 worth it for LLM training?

#gpu #machinelearning #llm #cloud

7 min read

Viswaretas Kotra

Nov 2

Nodus vs Northflank: which is better for GPU training?

#gpu #machinelearning #devops #cloud

8 min read

Viswaretas Kotra

Nov 2

Nodus vs Daytona: which sandbox should AI agents use?

#ai #agents #devops #python

8 min read

Viswaretas Kotra

Nov 2

How do you safely sandbox an AI agent that runs code?

#ai #security #devops #machinelearning

9 min read

Viswaretas Kotra

Nov 2

What happens to your training job when GPU capacity runs out?

#machinelearning #gpu #cloud #devops

7 min read

Viswaretas Kotra

Nov 1

What are the best SageMaker alternatives for training in 2026?

#machinelearning #aws #gpu #mlops

8 min read

Viswaretas Kotra

Nov 1

How do you run training jobs across multiple GPU clouds?

#machinelearning #cloud #devops #ai

8 min read

Viswaretas Kotra

Nov 1

Nodus vs Baseten: which should you use for training jobs?

#baseten #machinelearning #ai #gpu

7 min read

Viswaretas Kotra

Nov 1

Which sandbox is best for running AI agent code?

#ai #agents #security #devops

7 min read

Viswaretas Kotra

Oct 31

How long does it take to train an AI model on cloud GPUs?

#machinelearning #ai #gpu #llm

8 min read

Viswaretas Kotra

Oct 31

What is the best GPU cloud for an AI startup in 2026?

#startup #gpu #machinelearning #ai

8 min read

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