ben burtenshaw
AI & ML interests
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updated a dataset 4 minutes ago
agents-course/certificates updated a Space about 7 hours ago
burtenshaw/terminus-pi-trl-static-fa3fda published a Space about 7 hours ago
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Posts 39
Post
8454
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 37
Article
47
DeepSeek-V4: a million-token context that agents can actually use
VLMs playing atari
- RunningRL2
Agentic Environment - Atari Pong
🎮2Play and control Atari 2600 games through a web interface
- Running
Agentic Environment - Atari PacMan
🎮Control and monitor Atari games through a web interface
- RunningRL1
Agentic Environment - Atari Breakout
🎮1Play Atari games and view results via a web UI
- Runtime errorAgentsFeatured15
Qwen Atari
😻15Play Atari games using a vision-language model
RL Environments
VLMs playing atari
- RunningRL2
Agentic Environment - Atari Pong
🎮2Play and control Atari 2600 games through a web interface
- Running
Agentic Environment - Atari PacMan
🎮Control and monitor Atari games through a web interface
- RunningRL1
Agentic Environment - Atari Breakout
🎮1Play Atari games and view results via a web UI
- Runtime errorAgentsFeatured15
Qwen Atari
😻15Play Atari games using a vision-language model
spaces 113
Running
Terminus Pi Trl Static Fa3fda
🎯
View and manage your tracking data with Trackio Dashboard
Running
Terminus Pi Trl Static 4346ce
🎯
View real-time tracking data in an interactive dashboard
Running
Terminus Pi Trl Static 078933
🎯
View your data with an interactive Trackio dashboard
Running
Terminus Pi Trl Static B0f32b
🎯
Visualize and monitor your data with an interactive dashboard
Running
Terminus Pi Trl Static 05b397
🎯
Visualize project metrics with an interactive dashboard
Running
Terminus Pi Trl Static Ee45c2
🎯
View your tracked data in an interactive dashboard
models 86
burtenshaw/terminus-pi-trl-qwen3-6-27b-rollout-22212516
27B • Updated
burtenshaw/terminus-pi-trl-qwen3-6-27b-rollout-22212504
Updated
burtenshaw/terminus-pi-trl-qwen3-6-27b-rollout-22212483
Updated
burtenshaw/terminus-pi-trl-qwen3-6-27b-rollout-22212455
Updated
burtenshaw/terminus-pi-trl-qwen3-6-27b-rollout-22212393
Updated
burtenshaw/terminus-pi-trl-qwen3-6-27b-rollout-22212321
27B • Updated
burtenshaw/terminus-pi-trl-qwen3-6-27b-rollout-22212308
Updated
burtenshaw/terminus-pi-trl-qwen3-6-27b-rollout-22212292
Updated
burtenshaw/terminus-pi-trl-qwen3-6-27b-rollout-22212265
Updated
burtenshaw/terminus-pi-trl-qwen3-6-27b-rollout-22212263
Updated
datasets 66
burtenshaw/terminus-pi-trl-tasks
Viewer • Updated • 8 • 44
burtenshaw/transformers-pr-slop-dataset
Viewer • Updated • 1.46M • 2.18k • 2
burtenshaw/1-million-rows
Updated • 31
burtenshaw/european-cities
Viewer • Updated • 40 • 30
burtenshaw/european-countries
Viewer • Updated • 47 • 22
burtenshaw/ptc-optimized-kernel-job-inputs
Updated • 13
burtenshaw/kernel-skill-source
Updated • 123
burtenshaw/qwen3-5-0-8b-rmsnorm-experiment
Viewer • Updated • 33 • 138
burtenshaw/hub-stats-papers-last-week-2026-03-28
Preview • Updated • 47
burtenshaw/test-rlm-sft
Viewer • Updated • 11 • 24