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ben burtenshaw PRO
burtenshaw
AI & ML interests
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updated a dataset about 8 hours ago
burtenshaw/transformers-pr-slop-dataset updated a dataset about 15 hours ago
huggingface-course/supervised-finetuning_quiz_student_responses updated a dataset about 16 hours ago
mcp-course/certificatesOrganizations
Posts 39
Post
8055
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:
Articles 37
Article
39
DeepSeek-V4: a million-token context that agents can actually use
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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
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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
spaces 88
Running
HF Bucket MCP
š
Access and manage your HF bucket via the MCP endpoint
Running
Agents
Qwen3.5 RMSNorm Experiment Lab
š
Explore the full Qwen3.5 RMSNorm run history.
Running on CPU Upgrade
Agents
Autolab Trackio
š
Visualize GPS tracks on an interactive map
Build error
RL
Echo Environment Server
š
Sleeping
RL
1
Autoresearch Environment Server
š§Ŗ
Sleeping
Agents
Trenches US Model
š¦
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 ā¢ 4
burtenshaw/lfm25-12b-openmed-medical-reasoning-sft-mega-unsloth
Updated
burtenshaw/unsloth-lfm-medical-lr-2e-4-20260211b
Updated
datasets 65
burtenshaw/transformers-pr-slop-dataset
Viewer ā¢ Updated ā¢ 1.46M ā¢ 854 ā¢ 2
burtenshaw/1-million-rows
Updated ā¢ 4
burtenshaw/european-cities
Viewer ā¢ Updated ā¢ 40 ā¢ 14
burtenshaw/european-countries
Viewer ā¢ Updated ā¢ 47 ā¢ 14
burtenshaw/ptc-optimized-kernel-job-inputs
Updated ā¢ 56
burtenshaw/kernel-skill-source
Updated ā¢ 144
burtenshaw/qwen3-5-0-8b-rmsnorm-experiment
Viewer ā¢ Updated ā¢ 33 ā¢ 21
burtenshaw/hub-stats-papers-last-week-2026-03-28
Preview ā¢ Updated ā¢ 58
burtenshaw/test-rlm-sft
Viewer ā¢ Updated ā¢ 11 ā¢ 8
burtenshaw/community-evals-monitoring
Updated ā¢ 2