v0.15.2

What's Changed

• Feature/colab notebooks v0.15.1 by @arun-rfai in #200
• Feature/rag observability by @anay-rfai in #201
• Move flash attention after being sure of consistent version of torch by @david-rfai in #203
• Re-install torch 2.8.0 before and after flash attention install by @david-rfai in #204
• Release/v0.15.2 by @david-rfai in #205

Full Changelog: v0.15.1...v0.15.2

v0.15.1

What's Changed

• Updating pinecone and pgvector notebooks by @chethan-rfai in #196
• Re-add manual refresh button to experiment runs view by @rapidandres in #195
• Colab requirements compatibility by @david-rfai in #197
• Release/v0.15.1 by @david-rfai in #198

Full Changelog: v0.15.0...v0.15.1

v0.15.0

What's Changed

• Always log run ids from metric loggers, fix issue with ctrl-c by @david-rfai in #166
• Feat/community notebooks clean by @kamran-rapidfireAI in #172
• Fix SFT Trackio notebooks per qgallouedec review feedback by @kamran-rapidfireAI in #174
• Added Sanity Automation Test for SFT - Takes 5 mins to run by @chethan-rfai in #177
• Multi-GPU FSDP Support by @humaira-rf in #175
• Disable starting frontend if MLflow is disabled and standardize metric logger naming by @david-rfai in #178
• changes in fsdp evaluation by @humaira-rf in #179
• Feature/component independence for evals by @anay-rfai in #181
• Added more aggressive memory cleanup by @humaira-rf in #182
• run_evals - fix on top_n, top_k constraint; cloned runs display, display of all user knobs by @humaira-rf in #185
• added plots for confidence interval plots by @humaira-rf in #186
• Feature/pgvector pinecone support by @anay-rfai in #190
• env var for suppression by @anay-rfai in #192
• Release/v0.15.0 by @david-rfai in #193

New Contributors

• @chethan-rfai made their first contribution in #177

Full Changelog: v0.14.0...v0.15.0

v0.14.0

What's Changed

• Add MLFLow for Evals with combined frontend - Re-Apply by @david-rfai in #143
• DPO Model Pickling Error When Saving to Shared Memory by @humaira-rf in #140
• added pipeline_to_max_completion_tokens to controller and IC by @pradyumna-rfai in #141
• Remove 2nd Experiment on Colab Notebook by @david-rfai in #146
• Fix tensorboard_log_dir by @david-rfai in #147
• Update to FIQA notebook max_model_len 4096 by @david-rfai in #150
• Consolidate tensorboard runs and update frontend build packages by @david-rfai in #149
• Fix Trackio only working for last run and dependency pip install issue by @david-rfai in #151
• Handle multiple calls to Trackio runs from other processes by @david-rfai in #152
• trackio x axis range correction by @humaira-rf in #153
• Feature/disable icops button by @rapidandres in #148
• feat: Add Trackio integration tutorials and documentation by @kamran-rapidfireAI in #158
• Add fix to enable cloned runs in evals mode by @rapidandres in #157
• fix: use experiment.experiment_name for trackio.show() in tutorial notebooks by @kamran-rapidfireAI in #159
• trackio legend display changes and import error in dispatcher by @humaira-rf in #161
• Added bounds on Transformers version to fix compatibility issue with RAG FIQA tutorial notebook. by @humaira-rf in #163
• chore: remove .cursor folder from git tracking by @kamran-rapidfireAI in #164
• Change Interactive control log string by @david-rfai in #167
• Updated readme by @david-rfai in #168
• Release/v0.14.0 by @david-rfai in #169

New Contributors

• @rapidandres made their first contribution in #148

Full Changelog: v0.12.9...v0.14.0

v0.12.9

What's Changed

• unified automl files by @david-rfai in #111
• Improve FiQA RAG Colab notebook explanations by @kamran-rapidfireAI in #130
• feat: add Open in Colab buttons to tutorial notebooks by @kamran-rapidfireAI in #131
• mlflow + trackio logging by @humaira-rf in #129
• Fix metric logger options by @david-rfai in #135
• fixed invalid chunk_id issue for last chunk by @pradyumna-rfai in #136
• Fixed fair round robin scheduler to also consider num_epochs_completed by @pradyumna-rfai in #137
• Add MLFLow for Evals with combined frontend by @david-rfai in #138
• Bugfix/tensorboard experiments by @david-rfai in #139
• Revert "Add MLFLow for Evals with combined frontend" by @david-rfai in #142
• Release/v0.12.9 by @david-rfai in #144

Full Changelog: v0.12.8...v0.12.9

v0.12.8

What's Changed

• Docs/update colab desc by @kamran-rapidfireAI in #122
• Fix running an experiment a 2nd time in evals with dispatcher crashing by @david-rfai in #123
• Release/v0.12.8 by @david-rfai in #127

Full Changelog: v0.12.7...v0.12.8

v0.12.7

What's Changed

• RAG notebook changes on OpenAI API costs and models by @arun-rfai in #104
• unified automl files by @humaira-rf in #106
• Bugfix/ic ops issues by @pradyumna-rfai in #105
• Revert "Bugfix/ic ops issues" by @david-rfai in #107
• Revert "unified automl files" by @david-rfai in #108
• Bugfix/IC Ops issues by @david-rfai in #109
• Fixed IC Ops clone modify not reflecting in clone's config by @pradyumna-rfai in #113
• Google Colab support for both fit and evals and CLI improvements by @david-rfai in #110
• Add tagline and Colab tutorial buttons to README by @kamran-rapidfireAI in #114
• Fix spacing artifact in Colab buttons rendering by @kamran-rapidfireAI in #115
• Doctor fixes, Default Variables, Colab terminal removal by @david-rfai in #118
• Colab notebook timing by @david-rfai in #119
• v0.12.7 Release by @david-rfai in #121

Full Changelog: v0.12.6...v0.12.7

v0.12.6

What's Changed

• Bugfix/fix eval notebooks by @pradyumna-rfai in #93
• Feature/results to df by @humaira-rf in #94
• fix: Restore broken HuggingFace documentation links by @kamran-rapidfireAI in #95
• feat: add Gantt chart image for multi-GPU visualization by @kamran-rapidfireAI in #96
• Release/v0.12.6 by @david-rfai in #97

Full Changelog: v0.12.5...v0.12.6

v0.12.5

What's Changed

• Update colab notebook by @david-rfai in #87
• refactored tutorial notebooks folder by @arun-rfai in #88
• refactored tutorial notebooks folder by @arun-rfai in #89
• reverted colab sft notebook to 0.11.1 api and port by @arun-rfai in #90
• README update to include port forwarding and jupyter commands by @arun-rfai in #91
• Release/v0.12.5 by @david-rfai in #92

Full Changelog: v0.12.4...v0.12.5

v0.12.4

Important Note

• If using Colab, use pip install rapidfireai==0.11.1

What's Changed

• changed dispatcher port to 5001 by @pradyumna-rfai in #85
• Release/v0.12.4 by @david-rfai in #86

Full Changelog: v0.12.3...v0.12.4