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Domain: www.baseten.co Added: 2025-08-06 Status: βœ“ Success
www.baseten.co,model performance optimization,bug fixing,nvidia gpus,experimentation,benchmarking
Day zero model performance optimization work is a mix of experimentation, bug fixing, and benchmarking guided by intuition and experience. This writeup outlines the process we followed to achieve SOTA...
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Fine-tune your own Llama 2 to replace GPT-3.5/4
https://news.ycombinator.com/item?id=37484135
There has been a lot of interest on HN in fine-tuning open-source LLMs recently (eg. Anyscale's post at https://news.ycombinator.com/item?id=37090632)...
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GPT-5: Strategic Implications
https://nextword.substack.com/p/gpt-5-strategic-implications
Each month, this newsletter is read by over 45K+ operators, investors, and tech / product leaders and executives. If you found value in this newslette...
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Ask HN: How can ChatGPT serve 700M users when I can't run one GPT-4 locally?
https://news.ycombinator.com/item?id=44840728
Sam said yesterday that chatgpt handles ~700M weekly users. Meanwhile, I can't even run a single GPT-4-class model locally without insane VRAM or pain...
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OpenAI's Open Source Strategy
https://nextword.substack.com/p/openai-open-source-strategy-gpt-oss
OpenAI just released two open-weight modelsβ€”gpt-oss-120b and gpt-oss-20bβ€”after months of anticipation (you can try them here). That means anyone with ...
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LLM Engineer's Almanac - Workloads
https://modal.com/llm-almanac/workloads
The three types of LLM workloads and how to serve them We hold this truth to be self-evident: not all workloads are created equal. But for large langu...
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GPT-5.2
https://simonwillison.net/2025/Dec/11/gpt-52/#atom-entries
GPT-5.2 11th December 2025 OpenAI reportedly declared a β€œcode red” on the 1st of December in response to increasingly credible competition from the li...
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Claude Opus 4.5, and why evaluating new LLMs is increasingly difficult
https://simonwillison.net/2025/Nov/24/claude-opus/#atom-entries
Claude Opus 4.5, and why evaluating new LLMs is increasingly difficult 24th November 2025 Anthropic released Claude Opus 4.5 this morning, which they ...
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Understanding LLM Inference Engines: Inside Nano-vLLM (Part 1) - Neutree Blog
https://neutree.ai/blog/nano-vllm-part-1
Understanding LLM Inference Engines: Inside Nano-vLLM (Part 1) Architecture, Scheduling, and the Path from Prompt to Token When deploying large langua...
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So you wanna build a local RAG?
https://blog.yakkomajuri.com/blog/local-rag
When we launched Skald, we wanted it to not only be self-hostable, but also for one to be able to run it without sending any data to third-parties. Wi...
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Why DeepSeek is cheap at scale but expensive to run locally
https://www.seangoedecke.com/inference-batching-and-deepseek/
Why DeepSeek is cheap at scale but expensive to run locally Why is DeepSeek-V3 supposedly fast and cheap to serve at scale, but too slow and expensive...
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