🐚xtotem | ai ∩ web3sec (@0xtotem) 's Twitter Profile
🐚xtotem | ai ∩ web3sec

@0xtotem

ml engineer |
bit-sized research paper summaries on LLMs, code generation, web3, and security |
ml @code4rena |
interviewing for @opensense

ID: 1358779929069056005

linkhttps://0xtotem.xyz calendar_today08-02-2021 14:09:29

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🐚xtotem | ai ∩ web3sec (@0xtotem) 's Twitter Profile Photo

Are you able to write a full essay in one shot? No. So why do we expect a more limited intelligence to be able to do so? When using LLM to solve problems we often think about a one-shot process -I/O prompting, but there are other alternatives 👇 source: arxiv.org/pdf/2305.10601

Are you able to write a full essay in one shot? No.
So why do we expect a more limited intelligence to be able to do so?

When using LLM to solve problems we often think about a one-shot process -I/O prompting, but there are other alternatives 👇

source: arxiv.org/pdf/2305.10601
🐚xtotem | ai ∩ web3sec (@0xtotem) 's Twitter Profile Photo

Running Llama 3.1 7B 15k context window is very fast on an M3 chip -see the x1 speed in the video. I use it (for free) to summarize research papers into a single sentence, for this, I need to run multiple inferences per paper on each section because of the context window

🐚xtotem | ai ∩ web3sec (@0xtotem) 's Twitter Profile Photo

Unless we have a paradigm shift in AI, such as symbolic reasoning, no one will ever lock their money in a contract, solely written by an LLM which essentially is an excellent auto completion model. Unless, maybe it's audited by humans. x.com/EMostaque/stat…

🐚xtotem | ai ∩ web3sec (@0xtotem) 's Twitter Profile Photo

⌨️ nice LLMops project Imagine you have a service LLM like GPT, Claude, and want your app to switch to a local small LLM (failure of service, privacy, version control). This tool helps you transition by collecting data and fine-tuning a local LLM 🤌 github.com/deep-diver/lla…

⌨️ nice LLMops project

Imagine you have a service LLM like GPT, Claude, and want your app to switch to a local small LLM (failure of service, privacy, version control).
This tool helps you transition by collecting data and fine-tuning a local LLM 🤌

github.com/deep-diver/lla…
🐚xtotem | ai ∩ web3sec (@0xtotem) 's Twitter Profile Photo

📜 bit-sized paper by Stanford University... ...on a cybersecurity benchmark evaluating LLMs on professional-level CTFs, task decomposition, and exploit execution. We need such one for web3 📷👀 arxiv.org/abs/2408.08926

📜 bit-sized paper by <a href="/Stanford/">Stanford University</a>...  

...on a cybersecurity benchmark evaluating LLMs on professional-level CTFs, task decomposition, and exploit execution.  We need such one for web3 📷👀

arxiv.org/abs/2408.08926
🐚xtotem | ai ∩ web3sec (@0xtotem) 's Twitter Profile Photo

🤘I am thrilled to share with you that I'm joining Immunefi as their new senior machine learning engineer I'm honored to have the opportunity to contribute meaningfully to the best ecosystem ever alongside incredible talents 🤝

🤘I am thrilled to share with you that I'm joining <a href="/immunefi/">Immunefi</a> as their new senior machine learning engineer

I'm honored to have the opportunity to contribute meaningfully to the best ecosystem ever alongside incredible talents 🤝