burtenshaw/tailsft-lfm350m-trackio-bucket
10.9 MB
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ben burtenshaw
burtenshaw
AI & ML interests
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Recent Activity
updated a dataset about 2 hours ago
reasoning-course/certificates updated a dataset about 7 hours ago
context-course/certificates updated a dataset about 8 hours ago
agents-course/certificatesOrganizations
Posts 39
Post
9864
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
122
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.
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burtenshaw/agent-handover-august-2026
Updated • 37 -
Agent Handover Trackio
🎯Visualize your program's I/O activity in an interactive dashboard
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burtenshaw/openenv-echo-world-model-liquidai-lfm2.5-350m-seed0
Text Generation • 0.4B • Updated • 22 -
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.
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burtenshaw/agent-handover-august-2026
Updated • 37 -
Agent Handover Trackio
🎯Visualize your program's I/O activity in an interactive dashboard
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burtenshaw/openenv-echo-world-model-liquidai-lfm2.5-350m-seed0
Text Generation • 0.4B • Updated • 22 -
burtenshaw/openenv-echo-world-model-liquidai-lfm2.5-350m-seed1
Text Generation • 0.4B • Updated • 18
spaces 165
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
Sleeping
Agents
Plan My Day Trackio
🎯
Show an interactive I/O tracking dashboard
models 137
burtenshaw/plan-my-day-v3-lfm2.5-confirmation-r2-43
Text Generation • Updated • 53
burtenshaw/plan-my-day-v3-lfm2.5-confirmation-r2-29
Text Generation • Updated • 50
burtenshaw/plan-my-day-v3-lfm2.5-confirmation-r2-17
Text Generation • Updated • 53
burtenshaw/plan-my-day-v3-lfm2.5-r2-sft-r75
Updated • 30
burtenshaw/plan-my-day-v3-lfm2.5-r2-sft-r50
Updated • 33
burtenshaw/plan-my-day-v3-lfm2.5-r1-exact-live
Updated • 21
burtenshaw/plan-my-day-v3-lfm2.5-r1-sft-control
Updated • 25
burtenshaw/plan-my-day-v2-lfm2.5-sdpo-seed17
Updated • 32
burtenshaw/plan-my-day-v2-lfm2.5-sdpo-seed43
Updated • 32
burtenshaw/plan-my-day-v2-lfm2.5-sdpo-seed29
Updated • 25
datasets 83
burtenshaw/tailsft-lfm350m-experiment
Preview • Updated • 1.51k
burtenshaw/posttrainarena-example-leaderboard
Updated • 103
burtenshaw/plan-my-day-v3-results
Updated • 200
burtenshaw/plan-my-day-v3-source
Updated • 333
burtenshaw/plan-my-day-v3-data
Viewer • Updated • 2.3k • 62
burtenshaw/plan-my-day-v2-results
Updated • 154
burtenshaw/plan-my-day-v2-source
Updated • 134
burtenshaw/plan-my-day-v2-data
Viewer • Updated • 432 • 82
burtenshaw/plan-my-day-results
Viewer • Updated • 34 • 171
burtenshaw/plan-my-day-source
Updated • 182