burtenshaw/post-training-trackio-bucket
738 kB
🤝 Open to Collab
ben burtenshaw
burtenshaw
AI & ML interests
None yet
Recent Activity
updated a bucket about 2 hours ago
burtenshaw/post-training-trackio-bucket updated a Space about 2 hours ago
burtenshaw/post-training-trackio published a bucket about 2 hours ago
burtenshaw/post-training-trackio-bucketOrganizations
Posts 39
Post
9950
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 43
Article
134
Fine-tuning a 350M Model for Better Structured Outputs in 100 GRPO Steps
Ten reproducible agentic post-training experiments with public models, Trackio dashboards, evidence, and August sharing notes.
-
burtenshaw/agent-handover-august-2026
Updated • 45 -
Agent Handover Trackio
🎯Visualize your program's I/O activity in an interactive dashboard
-
burtenshaw/openenv-echo-world-model-liquidai-lfm2.5-350m-seed0
Text Generation • 0.4B • Updated • 21 -
burtenshaw/openenv-echo-world-model-liquidai-lfm2.5-350m-seed1
Text Generation • 0.4B • Updated • 18
Ten reproducible agentic post-training experiments with public models, Trackio dashboards, evidence, and August sharing notes.
-
burtenshaw/agent-handover-august-2026
Updated • 45 -
Agent Handover Trackio
🎯Visualize your program's I/O activity in an interactive dashboard
-
burtenshaw/openenv-echo-world-model-liquidai-lfm2.5-350m-seed0
Text Generation • 0.4B • Updated • 21 -
burtenshaw/openenv-echo-world-model-liquidai-lfm2.5-350m-seed1
Text Generation • 0.4B • Updated • 18
spaces 166
Running
Agents
Post Training Trackio
🎯
Display a real-time I/O tracking dashboard
Sleeping
Agents
Tailsft Lfm350m Trackio
🎯
Show interactive visualizations of your tracking data
Running
Training Agents Resources
🚀
Show a simple static web page for editing HTML
Running
Agents
PostTrain Arena example
🏟
View PostTrain Arena leaderboard
Sleeping
Plan My Day
🗓
Generate a customized daily schedule from your tasks and commitments
Running
Plan My Day Static Bda6d6
🎯
View and explore data with the Trackio dashboard
models 138
burtenshaw/nanochat
Text Generation • 2B • Updated
burtenshaw/plan-my-day-v3-lfm2.5-confirmation-r2-43
Text Generation • Updated • 57
burtenshaw/plan-my-day-v3-lfm2.5-confirmation-r2-29
Text Generation • Updated • 54
burtenshaw/plan-my-day-v3-lfm2.5-confirmation-r2-17
Text Generation • Updated • 58
burtenshaw/plan-my-day-v3-lfm2.5-r2-sft-r75
Updated • 32
burtenshaw/plan-my-day-v3-lfm2.5-r2-sft-r50
Updated • 36
burtenshaw/plan-my-day-v3-lfm2.5-r1-exact-live
Updated • 24
burtenshaw/plan-my-day-v3-lfm2.5-r1-sft-control
Updated • 27
burtenshaw/plan-my-day-v2-lfm2.5-sdpo-seed17
Updated • 35
burtenshaw/plan-my-day-v2-lfm2.5-sdpo-seed43
Updated • 34
datasets 83
burtenshaw/tailsft-lfm350m-experiment
Preview • Updated • 1.58k
burtenshaw/posttrainarena-example-leaderboard
Updated • 116
burtenshaw/plan-my-day-v3-results
Updated • 224
burtenshaw/plan-my-day-v3-source
Updated • 471
burtenshaw/plan-my-day-v3-data
Viewer • Updated • 2.3k • 70
burtenshaw/plan-my-day-v2-results
Updated • 163
burtenshaw/plan-my-day-v2-source
Updated • 147
burtenshaw/plan-my-day-v2-data
Viewer • Updated • 432 • 86
burtenshaw/plan-my-day-results
Viewer • Updated • 34 • 197
burtenshaw/plan-my-day-source
Updated • 196