bird-of-paradise commited on
Commit
a7a7735
Β·
verified Β·
1 Parent(s): e194fdb

Remove cold start data for collaboration

Browse files
Files changed (1) hide show
  1. README.md +5 -38
README.md CHANGED
@@ -172,45 +172,12 @@ trainer = ReToolTrainer(
172
 
173
  MIT License - see [LICENSE](LICENSE) file for details.
174
 
175
- ## 🀝 Collaboration Welcome (But Not Required)
 
 
 
 
176
 
177
- I'm perfectly happy working on this solo, but collaboration can be rewarding when there's mutual value and good fit.
178
-
179
- ### πŸ› οΈ Areas Where I'd Value Expertise
180
-
181
- **Distributed Sandbox Engineering:**
182
- - Asynchronous code execution environment with load balancing
183
- - Worker pool architecture for parallel code execution
184
- - Systems engineering and containerization expertise
185
-
186
- **Dataset Engineering:**
187
- - Mathematical reasoning dataset curation and validation
188
- - Cold-start data pipeline design
189
- - Quality control and formatting workflows
190
-
191
- ### πŸš€ Collaboration Approach
192
-
193
- - **Start small:** Open an issue to discuss your approach first
194
- - **Show, don't tell:** Small proof-of-concept before larger contributions
195
- - **Quality focused:** Code review and documentation required
196
- - **Clear attribution:** All substantial contributors get proper credit
197
-
198
- ### πŸ’° The Compute Reality
199
-
200
- **Full training requires significant resources:**
201
- - ~8x A100s for complete AIME validation
202
- - Currently exploring compute sponsorship options
203
- - Happy to validate on smaller models first
204
-
205
- ### 🎯 What I'm Looking For
206
-
207
- - People who bring complementary skills (not just ML knowledge)
208
- - Contributors who can work independently and deliver quality
209
- - Collaborative mindset without drama or politics
210
-
211
- **Interested?** Open an issue with your background and what you'd like to work on. Let's see if there's a good fit!
212
-
213
- *No pressure though - I genuinely enjoy the solo research implementation process too.* 😊
214
 
215
  ## πŸ™ Acknowledgments
216
 
 
172
 
173
  MIT License - see [LICENSE](LICENSE) file for details.
174
 
175
+ **🀝 Collaboration welcome:**
176
+ Looking for teammates with complementary skills:
177
+ - **Systems engineers**: Distributed sandbox architecture with load balancing
178
+ - **Compute sponsors**: Academic institutions or cloud providers for training runs
179
+ - **Experimenters**: End-to-end validation and benchmarking on mathematical reasoning tasks
180
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
181
 
182
  ## πŸ™ Acknowledgments
183