improves spaces deployment , configuration for custom settings , adds interface for spaces deployment

solves import error

adds imports and forces monitoring

adds scheduler stuff and hopes for the best with track tonic

adds local and remote training monitors to config

adds improved launch for reasoning gpt-oss configs and new config for medical reasoning

adds optimizations for faster training

adds a100 memory optimized

adds template files , adds non destructive dataset updates

adds flash attention 3 kernel

adapt lr_scheduler according to trl version

sets min_lr

adds better launch.sh and eval / test splits auto

adds repoid only based on repo name, adds version-robust sfttrainer

coerce akk numeric config values to safe values

adds defensive programming (boo) and adaptations based on transformer versions

improves launcher with model family and defaults based on options, updates trl trainer , removes trl config paths by switching to trainingarguments class , tokenizer parameters updated to sfttrainer , resolves evaluation_strategy error

hide all tokens in logs, never persist to disk, remove max_seq_length from config, add to trainer

adds pythonpath based on chatgpt5 suggestion

adds harmony format , configurable gpt-oss parameters, launch.sh logic , improved templates for legml gpt-oss training, dynamic results directory and improve model pushing

adds quantization configuration correctly

adds quantization configuration correctly

adds memory optimized configuration

fixes custom trackio implementation

adds gpt-oss support