burtenshaw/autolab-blog-assets
10.1 MB
ben burtenshaw PRO
burtenshaw
AI & ML interests
None yet
Recent Activity
updated a dataset 38 minutes ago
huggingface-course/supervised-finetuning_quiz_student_responses updated a dataset about 13 hours ago
mcp-course/certificates updated a dataset about 13 hours ago
burtenshaw/transformers-pr-slop-datasetOrganizations
Posts 39
Post
7699
Smol course has a distinctive approach to teaching post-training, so I'm posting about how it’s different to other post-training courses, including the llm course that’s already available.
In short, the smol course is just more direct that any of the other course, and intended for semi-pro post trainers.
- It’s a minimal set of instructions on the core parts.
- It’s intended to bootstrap real projects you're working on.
- The material handsover to existing documentation for details
- Likewise, it handsover to the LLM course for basics.
- Assessment is based on a leaderboard, without reading all the material.
To start the smol course, follow here:
smol-course
In short, the smol course is just more direct that any of the other course, and intended for semi-pro post trainers.
- It’s a minimal set of instructions on the core parts.
- It’s intended to bootstrap real projects you're working on.
- The material handsover to existing documentation for details
- Likewise, it handsover to the LLM course for basics.
- Assessment is based on a leaderboard, without reading all the material.
To start the smol course, follow here:
Articles 35
Article
810
Welcome Gemma 4: Frontier multimodal intelligence on device
-
Agentic Environment - Atari Pong
🎮2Play and control Atari 2600 games through a web interface
-
Agentic Environment - Atari PacMan
🎮Control and monitor Atari games through a web interface
-
Agentic Environment - Atari Breakout
🎮1Play Atari games and view results via a web UI
-
Qwen Atari
😻15Play Atari games using a vision-language model
-
Agentic Environment - Atari Pong
🎮2Play and control Atari 2600 games through a web interface
-
Agentic Environment - Atari PacMan
🎮Control and monitor Atari games through a web interface
-
Agentic Environment - Atari Breakout
🎮1Play Atari games and view results via a web UI
-
Qwen Atari
😻15Play Atari games using a vision-language model
spaces 90
Sleeping
Qwen3.5 RMSNorm Experiment Lab
📊
Explore the full Qwen3.5 RMSNorm run history.
Running on CPU Upgrade
Autolab Trackio
🚀
Visualize GPS tracks on an interactive map
Build error
RL
Echo Environment Server
🔊
Sleeping
Test Dev Agent
🌍
Sleeping
RL
1
Autoresearch Environment Server
🧪
Sleeping
Trenches US Model
🦅
Generate strategic US policy advice
models 61
burtenshaw/ptc-optimized-kernel
Updated
burtenshaw/codex
Updated
burtenshaw/dave
Updated
burtenshaw/LFM2.5-1.2B-Instruct-FineTome100k
Updated
burtenshaw/lfm25-finetome-unsloth
Updated
burtenshaw/lfm25-1.2b-finetome
Updated
burtenshaw/qwen3-0.6b-fineproofs-sft
Updated
burtenshaw/prime-lab-wordle
Updated • 3
burtenshaw/lfm25-12b-openmed-medical-reasoning-sft-mega-unsloth
Updated
burtenshaw/unsloth-lfm-medical-lr-2e-4-20260211b
Updated
datasets 62
burtenshaw/transformers-pr-slop-dataset
Viewer • Updated • 1.44M • 2.2k • 2
burtenshaw/ptc-optimized-kernel-job-inputs
Updated • 51
burtenshaw/kernel-skill-source
Updated • 118
burtenshaw/qwen3-5-0-8b-rmsnorm-experiment
Viewer • Updated • 33 • 48
burtenshaw/hub-stats-papers-last-week-2026-03-28
Preview • Updated • 37
burtenshaw/test-rlm-sft
Viewer • Updated • 11 • 28
burtenshaw/community-evals-monitoring
Updated • 10
burtenshaw/hub-stats-papers-last-7-days
Viewer • Updated • 109 • 33
burtenshaw/hub-stats-papers-week-2026-03-02
Viewer • Updated • 77 • 31
burtenshaw/hub-trending-models-2026-03-06
Viewer • Updated • 10 • 13