From c745ded43dfddd13540bcfdc287eba20da920df2 Mon Sep 17 00:00:00 2001 From: rasbt Date: Thu, 19 Feb 2026 16:40:28 -0600 Subject: [PATCH] formatting fix --- ch05/15_tiny-aya/README.md | 6 +- .../standalone-tiny-aya-plus-kv-cache.ipynb | 1440 +++++++++-------- ch05/15_tiny-aya/standalone-tiny-aya.ipynb | 1440 +++++++++-------- 3 files changed, 1449 insertions(+), 1437 deletions(-) diff --git a/ch05/15_tiny-aya/README.md b/ch05/15_tiny-aya/README.md index 16a6220..d614251 100644 --- a/ch05/15_tiny-aya/README.md +++ b/ch05/15_tiny-aya/README.md @@ -2,9 +2,13 @@ Tiny Aya is a new, "small" LLM by Cohere that is said to be the "most capable multi-lingual open-weight model" at the 3B parameter size class. (Tiny Aya outperforms Qwen3-4B, Gemma 3 4B, and Ministral 3 3B according to the [announcement post](https://cohere.com/blog/cohere-labs-tiny-aya)). + + + + This is a great model to run and experiment with locally. The only caveat is that while it's an open-weight model, its licensing terms are relatively restricted and only allow non-commercial use. -That aside, Arya is a 3.35B parameter model that comes in several flavors that are useful for +That aside, Arya is a 3.35B parameter model that comes in several flavors that are useful for personal and (non-commercial) research use: - [tiny-aya-base](https://huggingface.co/CohereLabs/tiny-aya-base) (base model) diff --git a/ch05/15_tiny-aya/standalone-tiny-aya-plus-kv-cache.ipynb b/ch05/15_tiny-aya/standalone-tiny-aya-plus-kv-cache.ipynb index 237c648..a9ac694 100644 --- a/ch05/15_tiny-aya/standalone-tiny-aya-plus-kv-cache.ipynb +++ b/ch05/15_tiny-aya/standalone-tiny-aya-plus-kv-cache.ipynb @@ -1291,726 +1291,730 @@ }, "widgets": { "application/vnd.jupyter.widget-state+json": { - "0dccd57dcc5c43a588157cef957c07e8": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "2.0.0", - "model_name": "HTMLStyleModel", - "state": { - 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