Kuzman Ganchev

Study in Nature: “Across 30 out of 32 evaluation axes from the specialist physician perspective & 25 out of 26 evaluation axes from the patient-actor perspective, AMIE [Google Medical LLM] was rated superior to PCPs [primary care docs] while being non-inferior on the rest.”

(& AIME is an older LLM)

04.05.2025 13:27 — 👍 70    🔁 15    💬 4    📌 7

Gemma explained: What’s new in Gemma 3- Google Developers Blog Google's Gemma 3 model includes vision-language support and architectural changes for resource-friendly multimodal language models.

Gemma 3 explained: Longer context, image support, and a new 1B model. → goo.gle/4lV8iaw

Other key enhancements:
🔸 Best model that fits in a single consumer GPU or TPU host
🔸 KV-cache memory reduction with 5-to-1 interleaved attention
🔸 And more!

Read the blog for the full details on Gemma 3.

30.04.2025 21:46 — 👍 22    🔁 8    💬 1    📌 0

There's a link to a really nice interactive viewer for a sample of the data (will only make sense after you read the post). There's some examples that I would have expected (where something is implied but not directly stated) but also a surprising number of kind of topical things.

17.12.2024 16:12 — 👍 3    🔁 1    💬 0    📌 0

Want to get started using PaliGemma 2?

🎤 developers.googleblog.com/en/introduci...
🤗 huggingface.co/blog/paligem...
💾 kaggle.com/models/googl...
🔧 github.com/google-resea...

7/7

05.12.2024 18:19 — 👍 7    🔁 1    💬 0    📌 0

GitHub - varungodbole/prompt-tuning-playbook: A playbook for effectively prompting post-trained LLMs A playbook for effectively prompting post-trained LLMs - varungodbole/prompt-tuning-playbook

Wanted to share that Varun Godbole recently released a prompting playbook. The title says prompt tuning, but this is text prompts, not soft prompts.

github.com/varungodbole...

11.11.2024 15:51 — 👍 14    🔁 7    💬 0    📌 0

ALTA: Compiler-Based Analysis of Transformers We propose a new programming language called ALTA and a compiler that can map ALTA programs to Transformer weights. ALTA is inspired by RASP, a language proposed by Weiss et al. (2021), and Tracr (Lin...

I’m pretty excited about this one!

ALTA is A Language for Transformer Analysis.

Because ALTA programs can be compiled to transformer weights, it provides constructive proofs of transformer expressivity. It also offers new analytic tools for *learnability*.

arxiv.org/abs/2410.18077

24.10.2024 03:31 — 👍 53    🔁 16    💬 2    📌 0

Zed - The editor for what's next Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

Not news, but I recently saw the zed.dev demo and it looks amazing. Has anyone used it or something similar?

25.10.2024 14:43 — 👍 3    🔁 0    💬 0    📌 0