Hesam Sheikh

[WinError 1455] The paging file is too small for this operation to complete.

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### Search before asking - [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar bug report. ### YOLOv8 Component Training ### Bug `Exception has occurred: OSError (note: full...

feat: data gen pipeline interface modifications

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## Description Fixes #1511. Refactors the data generation pipeline for better flexibility. Key changes include: - CoTDataGenerator, SelfInstructPipeline, SelfImprovingCoTPipeline, and EvolInstructPipeline inherit from BaseDataGenPipeline for a unified interface. - Added...

## Description Fixes an issue where the worker agents in the Workforce often fail to produce valid Json output when requested via the response_format argument in agent.step() calls. This frequently...

they have struggled on complex problems -> **they have struggled with complex problems** the model is train to generate -> **the model is trained to generate** A we gave ourself...

Includes fixes to: 1. Hyperlink in doesn't work, so the URL is removed. 2. The pseudocode had a critical issue: in step b.i. "Generate group_size different outputs using initial_policy" has...

[enhance] Make Workflow Save Folder and Filename Semantic

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## Description Fixes #3383 Before (Session-Based) ``` workforce_workflows/ ├── session_20251106_113308_493135/ │ ├── content_writer_workflow.md │ └── math_expert_workflow.md ├── session_20251106_114521_782341/ │ ├── content_writer_workflow.md │ └── data_analyst_workflow.md └── session_20251106_115832_123456/ └── math_expert_workflow.md ``` After...

[Enhance] tokenlimit Summarize up to the Last User Message

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We want to enhance the tokenlimit context summarizer (#3227) to test out the following hypothesis: Currently, the tokenlimit summarizes the whole context once it reaches a certain threshold. Even though...

CAMEL mainly uses context summarization in three approaches: 1. ContextSummarizerToolkit, which enables the agent to clean the context by itself. 2. Manual API `agent.summmarize()` which can be called by the...