burtenshaw/autolab-blog-assets
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burtenshaw
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Posts 39
Post
7491
Smol course has a distinctive approach to teaching post-training, so I'm posting about how itās different to other post-training courses, including the llm course thatās already available.
In short, the smol course is just more direct that any of the other course, and intended for semi-pro post trainers.
- Itās a minimal set of instructions on the core parts.
- Itās 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.
- Itās a minimal set of instructions on the core parts.
- Itās 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:
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Agentic Environment - Atari Pong
š®2Play and control Atari 2600 games through a web interface
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Agentic Environment - Atari PacMan
š®Control and monitor Atari games through a web interface
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Agentic Environment - Atari Breakout
š®1Play Atari games and view results via a web UI
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Qwen Atari
š»15Play Atari games using a vision-language model
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Agentic Environment - Atari Pong
š®2Play and control Atari 2600 games through a web interface
-
Agentic Environment - Atari PacMan
š®Control and monitor Atari games through a web interface
-
Agentic Environment - Atari Breakout
š®1Play Atari games and view results via a web UI
-
Qwen Atari
š»15Play Atari games using a vision-language model
This is a collection of game for kids to learn coding principles. It's depends on 0 reading or coding skills.
spaces 91
Running
Qwen3.5 RMSNorm Experiment Lab
š
Explore the full Qwen3.5 RMSNorm run history.
Running on CPU Upgrade
Autolab Trackio
š
Visualize GPS tracks on an interactive map
Build error
RL
Echo Environment Server
š
Sleeping
Test Dev Agent
š
Sleeping
RL
1
Autoresearch Environment Server
š§Ŗ
Sleeping
Trenches US Model
š¦
Generate strategic US policy advice
models 60
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 ā¢ 4
burtenshaw/lfm25-12b-openmed-medical-reasoning-sft-mega-unsloth
Updated
burtenshaw/unsloth-lfm-medical-lr-2e-4-20260211b
Updated
burtenshaw/unsloth-lfm-medical-lr-5e-4-20260211b
Updated
datasets 60
burtenshaw/transformers-pr-slop-dataset
Viewer ā¢ Updated ā¢ 1.43M ā¢ 1.8k ā¢ 2
burtenshaw/qwen3-5-0-8b-rmsnorm-experiment
Viewer ā¢ Updated ā¢ 33 ā¢ 22
burtenshaw/hub-stats-papers-last-week-2026-03-28
Preview ā¢ Updated ā¢ 23
burtenshaw/test-rlm-sft
Viewer ā¢ Updated ā¢ 11 ā¢ 25
burtenshaw/community-evals-monitoring
Updated ā¢ 9
burtenshaw/hub-stats-papers-last-7-days
Viewer ā¢ Updated ā¢ 109 ā¢ 33
burtenshaw/hub-stats-papers-week-2026-03-02
Viewer ā¢ Updated ā¢ 77 ā¢ 29
burtenshaw/hub-trending-models-2026-03-06
Viewer ā¢ Updated ā¢ 10 ā¢ 21
burtenshaw/trending-models-top10-2026-03-06
Viewer ā¢ Updated ā¢ 1 ā¢ 140
burtenshaw/openenv-scaling
Viewer ā¢ Updated ā¢ 2.26M ā¢ 42