adds a lot of improvements to launch.sh and demo spaces and secures read token at demo launch

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

propagates changes

adds improved dataset utils with new interface

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

improve dataset utils non destructive writes

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 single token logic read/write , adds gpt-oss demo space , adds spaces refactor , adds new version of track tonic , adds logic in launch.sh

adds quantization configuration correctly

adds quantization configuration correctly

adds memory optimized configuration

fixes custom trackio implementation

adds gpt-oss support

adds readme, removes quantization, adds readtoken logic, updates trackio , spaces

cleanup a bit the files

workaround for quantization and push

workaround for quantization and push

solves model card formatting bug

solves model card formatting bug

Fix model recovery and deployment scripts - add safetensors support and Windows compatibility

resolves the urls correctly

use gradio for better connection with the spaces

adds monkey patch for trackio monitoring in torch and readme creator improvements

fixes linter errors in setup hf dataset

fixes monitoring

adds automation for hf cli using token

adds hf cli fixes

adds new hf cli

solves hf cli error

improves model card

adds sft , quantization, better readmes

attempts to resolve deployment issues

adds better huggingface deploy