41554 blogs · 4,417,066 posts Claim your blog

Record · corpus.blog/posts/01a07d5d-72e7-7112-bd07-c15509381e6e

Apriel-H1: The Surprising Key to Distilling Efficient Reasoning Models

Hugging Face · published 19 November 2025

A record is what was published and who pointed at it. The text of the post is not held here: read it at the source, or at its Wayback capture.

Read the post at huggingface.co Wayback capture

1blogs citing

First cited: 18 Nov 2025
Most recent: 18 Nov 2025
Rank this month: not ranked
Links from this post: 13
Words captured: 1,800

Cited by

Blog

In the post

Date

tscholak.github.io

Speed Creates Capability: Why Efficient Attention Matters for AI Strategy Read at the source ↗

18 Nov 2025

Links from this post

Link

Host

https://huggingface.co/blog/MiniMax-AI/why-did-m2-end-up-as-a-full-attention-model

huggingface.co

https://github.com/MoonshotAI/Kimi-Linear

github.com

https://huggingface.co/collections/ServiceNow-AI/apriel-h1

huggingface.co

https://huggingface.co/ServiceNow-AI/Apriel-H1-15b-Thinker-SFT

huggingface.co

https://huggingface.co/ServiceNow-AI/Apriel-H1-15b-Thinker-SFT/resolve/main/images/apriel_h_vs_apriel_15b_eval_thrput_comparison.png

huggingface.co

https://arxiv.org/abs/2511.02651

arxiv.org

https://arxiv.org/abs/2408.15237

arxiv.org

https://huggingface.co/ServiceNow-AI/Apriel-H1-15b-Thinker-SFT/resolve/main/images/throughput_eval_score_vs_throughput_1-16k_annotated.png

huggingface.co

https://github.com/ServiceNow/Fast-LLM

github.com

https://arxiv.org/abs/2504.10449

arxiv.org

https://arxiv.org/abs/2408.10189

arxiv.org

https://pytorch.org/blog/hybrid-models-as-first-class-citizens-in-vllm/

pytorch.org

https://huggingface.co/ServiceNow-AI/Apriel-Nemotron-15b-Thinker

huggingface.co