Llama-cookbook

* Upstream merge by albertodepaola in https://github.com/meta-llama/llama-recipes/pull/677

New and updated recipes
* Adding end-to-end llama chatbot recipe using Retrieval Augmented Fine Tuning (RAFT) by wukaixingxp in https://github.com/meta-llama/llama-recipes/pull/569
* [WIP] adding chatbot-e2e by HamidShojanazeri in https://github.com/meta-llama/llama-recipes/pull/462
* [Azure] Update Azure API usage example to 3.1 by WuhanMonkey in https://github.com/meta-llama/llama-recipes/pull/615
* Corrected wrong order of commands by BakungaBronson in https://github.com/meta-llama/llama-recipes/pull/602
* Fill in one sentence in the prompt guard tutorial. by cynikolai in https://github.com/meta-llama/llama-recipes/pull/609
* Llamaguard notebook colab link fix by tryrobbo in https://github.com/meta-llama/llama-recipes/pull/619
* Updating llama 3 references to 3.1 model by init27 in https://github.com/meta-llama/llama-recipes/pull/632
* recipes/quickstart/Getting_to_know_Llama.ipynb, typo fix lama -> llama line 127 by cselip in https://github.com/meta-llama/llama-recipes/pull/635
* Update hello_llama_cloud.ipynb by MrDlt in https://github.com/meta-llama/llama-recipes/pull/584
* Update hello_llama_cloud.ipynb by MrDlt in https://github.com/meta-llama/llama-recipes/pull/638
* Add preprocessor to patch PromptGuard scores for inserted characters by cynikolai in https://github.com/meta-llama/llama-recipes/pull/636
* Eval reproduce recipe using lm-evaluation-harness and our 3.1 evals datasets by wukaixingxp in https://github.com/meta-llama/llama-recipes/pull/627

Documentation update
* Update readme text to be version-agnostic by subramen in https://github.com/meta-llama/llama-recipes/pull/614
* Move supported features table to main README by subramen in https://github.com/meta-llama/llama-recipes/pull/616
* document less obvious training config parameters by kjslag in https://github.com/meta-llama/llama-recipes/pull/522

Misc fixes
* Enable users to trust remote code in samsum dataset by mreso in https://github.com/meta-llama/llama-recipes/pull/628
* Use new get_model_state_dict api for save_pretrained peft model by mreso in https://github.com/meta-llama/llama-recipes/pull/629
* Fix version number in Python example by wstnmssr in https://github.com/meta-llama/llama-recipes/pull/643
* Fix checkpoint saving by mreso in https://github.com/meta-llama/llama-recipes/pull/650
* Adding custom dataset file by goswamig in https://github.com/meta-llama/llama-recipes/pull/659
* Make gradio and langchain optional dependencies by mreso in https://github.com/meta-llama/llama-recipes/pull/676
* Update get_default_finetune_args.py by edamamez in https://github.com/meta-llama/llama-recipes/pull/662
* Fix/custom dataset chat template by mreso in https://github.com/meta-llama/llama-recipes/pull/665
* Create v0.0.4 release by mreso in https://github.com/meta-llama/llama-recipes/pull/678

New Contributors
* cynikolai made their first contribution in https://github.com/meta-llama/llama-recipes/pull/609
* BakungaBronson made their first contribution in https://github.com/meta-llama/llama-recipes/pull/602
* init27 made their first contribution in https://github.com/meta-llama/llama-recipes/pull/632
* cselip made their first contribution in https://github.com/meta-llama/llama-recipes/pull/635
* MrDlt made their first contribution in https://github.com/meta-llama/llama-recipes/pull/584
* wstnmssr made their first contribution in https://github.com/meta-llama/llama-recipes/pull/643
* goswamig made their first contribution in https://github.com/meta-llama/llama-recipes/pull/659
* edamamez made their first contribution in https://github.com/meta-llama/llama-recipes/pull/662

**Full Changelog**: https://github.com/meta-llama/llama-recipes/compare/v0.0.3...v0.0.4

We would like to thank all who contributed to this release and are looking forward to future contributions!

This release changes the package name from `llama_recipes` to `llama_cookbook` and deprecates the `llama_recipes` package name.

Highlighted Changes
---
- Name: `llama_cookbook` and `pip install llama-cookbook`
- Update instructions https://github.com/meta-llama/llama-cookbook/pull/852
- Update src package https://github.com/meta-llama/llama-cookbook/pull/861, https://github.com/meta-llama/llama-cookbook/pull/848

What's Changed
* Improve discoverability of 3.2 recipes by subramen in https://github.com/meta-llama/llama-cookbook/pull/684
* fix readme by wukaixingxp in https://github.com/meta-llama/llama-cookbook/pull/679
* fix AutoModel and bump transformers version to 4.45 by wukaixingxp in https://github.com/meta-llama/llama-cookbook/pull/686
* post1 release version bump by mreso in https://github.com/meta-llama/llama-cookbook/pull/687
* Update multi_modal_infer.py by init27 in https://github.com/meta-llama/llama-cookbook/pull/696
* Add recipe for Llama Triaging & Reporting Tool by subramen in https://github.com/meta-llama/llama-cookbook/pull/651
* Updates to accommodate OpenLLM leaderboard v2 tasks and change Meta Llama 3.1 to Llama 3.1 by wukaixingxp in https://github.com/meta-llama/llama-cookbook/pull/639
* Improve model checkpoint saving logic by lucas-ventura in https://github.com/meta-llama/llama-cookbook/pull/691
* Delete cookie by init27 in https://github.com/meta-llama/llama-cookbook/pull/700
* [Fixed] RuntimeError: probability tensor contains either inf, nan or element < 0 by himanshushukla12 in https://github.com/meta-llama/llama-cookbook/pull/704
* chore: update train_utils.py by eltociear in https://github.com/meta-llama/llama-cookbook/pull/690
* Update requirements.txt by varunfb in https://github.com/meta-llama/llama-cookbook/pull/664
* added missing word and corrected spelling by jnfinitym in https://github.com/meta-llama/llama-cookbook/pull/707
* Fix the bug when continue the peft. by 24kMengXin in https://github.com/meta-llama/llama-cookbook/pull/717
* Fix link to LLM finetuning overview by vvolhejn in https://github.com/meta-llama/llama-cookbook/pull/719
* fix Colab link in quickstart_peft_finetuning.ipynb by jgrivolla in https://github.com/meta-llama/llama-cookbook/pull/720
* Fix fine-tuning training loss accumulation by celestinoalan in https://github.com/meta-llama/llama-cookbook/pull/725
* quick fix on readmes and deadlinks by wukaixingxp in https://github.com/meta-llama/llama-cookbook/pull/729
* Initial Crusoe examples to 3p_integrations recipes by ethxnp in https://github.com/meta-llama/llama-cookbook/pull/716
* Fix numpy seed in finetuning.py by patrik-lambert in https://github.com/meta-llama/llama-cookbook/pull/728
* Fix/unit test 3.2 by mreso in https://github.com/meta-llama/llama-cookbook/pull/726
* Tool Calling Tutorial and Example by init27 in https://github.com/meta-llama/llama-cookbook/pull/697
* Update wordlist.txt by init27 in https://github.com/meta-llama/llama-cookbook/pull/736
* Support converting fine-tuned llama 3.2 vision model to HF format and then local inference by wukaixingxp in https://github.com/meta-llama/llama-cookbook/pull/737
* Save the `preprocessor_config.json` and `chat_template.json` for mllama model after conversion by wukaixingxp in https://github.com/meta-llama/llama-cookbook/pull/741
* Append epoch rather than best val. loss to val_loss by celestinoalan in https://github.com/meta-llama/llama-cookbook/pull/744
* Update wordlist.txt by init27 in https://github.com/meta-llama/llama-cookbook/pull/745
* Notebook llama by init27 in https://github.com/meta-llama/llama-cookbook/pull/739
* Small notes on next steps by init27 in https://github.com/meta-llama/llama-cookbook/pull/746
* Fix minor grammatical errors by terrchen in https://github.com/meta-llama/llama-cookbook/pull/748
* Update hello_llama_cloud.ipynb by sharmax-vikas in https://github.com/meta-llama/llama-cookbook/pull/753
* Added a Gradio UI for multi-modal inferencing using Llama 3.2 Vision/ by himanshushukla12 in https://github.com/meta-llama/llama-cookbook/pull/718
* Update hello_llama_cloud.ipynb by sharmax-vikas in https://github.com/meta-llama/llama-cookbook/pull/754
* Quickstart docs: Fix path to location of dict for custom datasets by j-klesen in https://github.com/meta-llama/llama-cookbook/pull/755
* Update Step-1 PDF-Pre-Processing-Logic.ipynb by sharmax-vikas in https://github.com/meta-llama/llama-cookbook/pull/756
* added a notebook tutorial on llama 3.2 new capabilities by Monireh2 in https://github.com/meta-llama/llama-cookbook/pull/764
* Updated QuickStart README by Monireh2 in https://github.com/meta-llama/llama-cookbook/pull/767
* fix walkthrough.ipynb render by subramen in https://github.com/meta-llama/llama-cookbook/pull/787
* colab links fix by jeffxtang in https://github.com/meta-llama/llama-cookbook/pull/790
* add TogetherNotebookLM recipe by zainhas in https://github.com/meta-llama/llama-cookbook/pull/766
* add freeze_LLM_only option for mllama finetuning by JimChienTW in https://github.com/meta-llama/llama-cookbook/pull/791
* All functionality has been consolidated into a single file for CLI/UI/Checkpointing and Added fix for issue 702 and added code for that as well, added instructions in local_inference README.md by himanshushukla12 in https://github.com/meta-llama/llama-cookbook/pull/757
* fix typo in auto wrap policy by hiaoxui in https://github.com/meta-llama/llama-cookbook/pull/793
* [docs] small typo in eval readme by jaysonfrancis in https://github.com/meta-llama/llama-cookbook/pull/796
* Add llama 3.2 mmlu, math, gpqa evals to meta_eval harness by aidando73 in https://github.com/meta-llama/llama-cookbook/pull/801
* add 5 together llama notebooks by zainhas in https://github.com/meta-llama/llama-cookbook/pull/798
* Typo in Prompt_Engineering_with_Llama_3.ipynb by connortreacy in https://github.com/meta-llama/llama-cookbook/pull/806
* fix link by IgorKasianenko in https://github.com/meta-llama/llama-cookbook/pull/807
* Browser use with Llama 3.2 Vision Quickstart by miguelg719 in https://github.com/meta-llama/llama-cookbook/pull/799
* Adds Llama 3.2 example on Modal with a fun experiment by erik-dunteman in https://github.com/meta-llama/llama-cookbook/pull/706
* Llama Email Agent by jeffxtang in https://github.com/meta-llama/llama-cookbook/pull/805
* moved images from quickstart to doc/img by Monireh2 in https://github.com/meta-llama/llama-cookbook/pull/823
* Typo in prompt_format_utils.py by TheAschr in https://github.com/meta-llama/llama-cookbook/pull/827
* update text2sql demo to using Llama 3.3 by jeffxtang in https://github.com/meta-llama/llama-cookbook/pull/822
* fix/fix few typos by abassel in https://github.com/meta-llama/llama-cookbook/pull/834
* Update wordlist.txt by init27 in https://github.com/meta-llama/llama-cookbook/pull/833
* fix double bos for vision model by wukaixingxp in https://github.com/meta-llama/llama-cookbook/pull/840
* Refactor Llama-Recipes by init27 in https://github.com/meta-llama/llama-cookbook/pull/832
* Add FAQ by init27 in https://github.com/meta-llama/llama-cookbook/pull/842
* Update README.md by oneofth3m in https://github.com/meta-llama/llama-cookbook/pull/843
* [DRAFT] Fix/refactor recipe references by IgorKasianenko in https://github.com/meta-llama/llama-cookbook/pull/846
* update branch by init27 in https://github.com/meta-llama/llama-cookbook/pull/848
* MM-RAG-New-PR by init27 in https://github.com/meta-llama/llama-cookbook/pull/847
* Add E2B AI Analyst by jamesmurdza in https://github.com/meta-llama/llama-cookbook/pull/768
* Fixed all "Open in Colab" absolute paths by connortreacy in https://github.com/meta-llama/llama-cookbook/pull/850
* Cleaned up API KEY placeholder text by connortreacy in https://github.com/meta-llama/llama-cookbook/pull/851
* Fixing of typo in Step-2-Transcript-Writer.ipynb by Yggdrasill501 in https://github.com/meta-llama/llama-cookbook/pull/858
* Fix package naming by init27 in https://github.com/meta-llama/llama-cookbook/pull/852
* fix few typos by abassel in https://github.com/meta-llama/llama-cookbook/pull/853
* Fix: Updated broken documentations links and references by iamarunbrahma in https://github.com/meta-llama/llama-cookbook/pull/856
* Fix typo by Yggdrasill501 in https://github.com/meta-llama/llama-cookbook/pull/859
* Fix package naming by init27 in https://github.com/meta-llama/llama-cookbook/pull/861

New Contributors
* lucas-ventura made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/691
* himanshushukla12 made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/704
* jnfinitym made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/707
* 24kMengXin made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/717
* vvolhejn made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/719
* jgrivolla made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/720
* celestinoalan made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/725
* ethxnp made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/716
* patrik-lambert made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/728
* terrchen made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/748
* sharmax-vikas made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/753
* j-klesen made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/755
* Monireh2 made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/764
* zainhas made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/766
* JimChienTW made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/791
* hiaoxui made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/793
* jaysonfrancis made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/796
* aidando73 made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/801
* connortreacy made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/806
* IgorKasianenko made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/807
* miguelg719 made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/799
* erik-dunteman made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/706
* TheAschr made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/827
* abassel made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/834
* oneofth3m made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/843
* jamesmurdza made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/768
* Yggdrasill501 made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/858
* iamarunbrahma made their first contribution in https://github.com/meta-llama/llama-cookbook/pull/856

**Full Changelog**: https://github.com/meta-llama/llama-cookbook/compare/v0.0.4...v0.0.5

Thanks to all contributor for their marvelous efforts!

This release import bug fixes and some doc changes.

What's Changed
* Improve discoverability of 3.2 recipes by subramen in https://github.com/meta-llama/llama-recipes/pull/684
* fix readme by wukaixingxp in https://github.com/meta-llama/llama-recipes/pull/679
* fix AutoModel and bump transformers version to 4.45 by wukaixingxp in https://github.com/meta-llama/llama-recipes/pull/686
* post1 release version bump by mreso in https://github.com/meta-llama/llama-recipes/pull/687

This release accompanies the release of [Llama 3.2](https://llama.meta.com/) which included new versions of the Llama models in sizes of 1B, 3B, 11B and 90B. To get started with the new models you can find information in the [official documentation](https://llama.meta.com/docs/overview) or the on the[ HuggingFace hub](https://huggingface.co/collections/meta-llama/llama-32-66f448ffc8c32f949b04c8cf). Further details can also be found in the [model card](https://github.com/meta-llama/llama-models/blob/main/models/llama3_2/MODEL_CARD.md) and the [The Llama 3 Herd of Models](https://ai.meta.com/research/publications/the-llama-3-herd-of-models/) paper. For this release we updated the documentation and made sure all components work with the new models including multimodal finetuning.

What's Changed

Llama 3.1 Integration
This release accompanies the release of [Llama 3.1](https://llama.meta.com/) which included new versions of the Llama 8B and 70B models as well as the new 405B version. To get started with the new models you can find information in the [official documentation](https://llama.meta.com/docs/overview) or the on the[ HuggingFace hub](https://huggingface.co/collections/meta-llama/llama-31-669fc079a0c406a149a5738f). Further details can also be found in the [model card](https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/MODEL_CARD.md) and the [Llama 3.1 paper](https://ai.meta.com/research/publications/the-llama-3-herd-of-models/). For this release we updated the documentation and made sure all components work with the new models.
* Release update by albertodepaola cynikolai mreso subramen tryrobbo varunfb in [603](https://github.com/meta-llama/llama-recipes/pull/603)
New Features
We also added new features like FSDP + QLoRA fine-tuning and H2O algorithm for long context inference.
* Implement H2O for long context inference on summarization tasks by [Kyriection](https://github.com/Kyriection) in [#411](https://github.com/meta-llama/llama-recipes/pull/411)
* Resume the fine-tuning process from the previous PEFT checkpoint folder by [wukaixingxp](https://github.com/wukaixingxp) in [#531](https://github.com/meta-llama/llama-recipes/pull/531)
* Update hf weight conversion script to llama 3 by [dongwang218](https://github.com/dongwang218) in [#551](https://github.com/meta-llama/llama-recipes/pull/551)
* Adding support for FSDP+Qlora. by [HamidShojanazeri](https://github.com/HamidShojanazeri) in [#572](https://github.com/meta-llama/llama-recipes/pull/572)
Additional Examples
Besides, we added new examples to get you up and running quickly with the Llama models
* Add Groq/Llama3 recipes (cookbook and command line examples) by [dloman118](https://github.com/dloman118) in [#553](https://github.com/meta-llama/llama-recipes/pull/553)
* [WIP] Peft Finetuning Quickstart Notebook by [mreso](https://github.com/mreso) in [#558](https://github.com/meta-llama/llama-recipes/pull/558)
* 4 notebooks ported from 4 DLAI agent short courses using Llama 3 by [jeffxtang](https://github.com/jeffxtang) in [#560](https://github.com/meta-llama/llama-recipes/pull/560)
* [lamini] Add lamini text2sql memory tuning tutorial by [powerjohnnyli](https://github.com/powerjohnnyli) in [#573](https://github.com/meta-llama/llama-recipes/pull/573)
* colab links fixed for dlai agents notebooks by [jeffxtang](https://github.com/jeffxtang) in [#593](https://github.com/meta-llama/llama-recipes/pull/593)
* Port of DLAI LlamaIndex Agent short course lessons 2-4 to use Llama 3 by [jeffxtang](https://github.com/jeffxtang) in [#594](https://github.com/meta-llama/llama-recipes/pull/594)
Codebase Refactor
We also refactored our codebase to improve discoverability of our documentation and recipes
* New structure and rename for tools, docs and quickstart folder by [pia-papanna](https://github.com/pia-papanna) in [#575](https://github.com/meta-llama/llama-recipes/pull/575)
* Add Langchain agent notebooks to 3P_Integrations by [subramen](https://github.com/subramen) in [#576](https://github.com/meta-llama/llama-recipes/pull/576)
* Updates to benchmarks code by [subramen](https://github.com/subramen) in [#577](https://github.com/meta-llama/llama-recipes/pull/577)
* Add README for quickstart + update to codellama url by [subramen](https://github.com/subramen) in [#578](https://github.com/meta-llama/llama-recipes/pull/578)
* Updating the folder name 3p_integrations by [pia-papanna](https://github.com/pia-papanna) in [#581](https://github.com/meta-llama/llama-recipes/pull/581)
* Deleting Agents folder and adding llamaindex by [pia-papanna](https://github.com/pia-papanna) in [#582](https://github.com/meta-llama/llama-recipes/pull/582)
* Update 3p_integration README.md by [subramen](https://github.com/subramen) in [#586](https://github.com/meta-llama/llama-recipes/pull/586)
* Add experimental folder to README by [subramen](https://github.com/subramen) in [#585](https://github.com/meta-llama/llama-recipes/pull/585)
fix typo by [subramen](https://github.com/subramen) in [#588](https://github.com/meta-llama/llama-recipes/pull/588)
* Updating chatbot folder names by [pia-papanna](https://github.com/pia-papanna) in [#590](https://github.com/meta-llama/llama-recipes/pull/590)
* Move MediaGen notebook to octoai folder by [subramen](https://github.com/subramen) in [#601](https://github.com/meta-llama/llama-recipes/pull/601)
Misc improvements and bugfixes
* Fix hsdp_device_mesh=None when enable HSDP and HYBRID_SHARD by [haozhx23](https://github.com/haozhx23) in [#402](https://github.com/meta-llama/llama-recipes/pull/402)
* bump up version by [mreso](https://github.com/mreso) in [#529](https://github.com/meta-llama/llama-recipes/pull/529)
* Fix config file links for FMBench, update business summary chart. by [aarora79](https://github.com/aarora79) in [#532](https://github.com/meta-llama/llama-recipes/pull/532)
* fixed alpaca dataset evalset length and make sure len(eval_loader)>0 by [wukaixingxp](https://github.com/wukaixingxp) in [#540](https://github.com/meta-llama/llama-recipes/pull/540)
* Fix typo in Getting_to_know_Llama.ipynb by [jenyckee](https://github.com/jenyckee) in [#545](https://github.com/meta-llama/llama-recipes/pull/545)
* replace groq llama 2 with replicate by [jeffxtang](https://github.com/jeffxtang) in [#546](https://github.com/meta-llama/llama-recipes/pull/546)
* Remove pkg_resources.packaging by [mreso](https://github.com/mreso) in [#547](https://github.com/meta-llama/llama-recipes/pull/547)
* Update langgraph tool calling agent, simplify examples and README by [rlancemartin](https://github.com/rlancemartin) in [#549](https://github.com/meta-llama/llama-recipes/pull/549)
* Minor update to README by [rlancemartin](https://github.com/rlancemartin) in [#555](https://github.com/meta-llama/llama-recipes/pull/555)
* Add ToolMessage import by [rlancemartin](https://github.com/rlancemartin) in [#559](https://github.com/meta-llama/llama-recipes/pull/559)
* Make quickstart finetuning notebook ready for T4 by [mreso](https://github.com/mreso) in [#562](https://github.com/meta-llama/llama-recipes/pull/562)
* bug fix by [jarvisDang](https://github.com/jarvisDang) in [#570](https://github.com/meta-llama/llama-recipes/pull/570)
* changed --pure_bf16 to --fsdp_config.pure_bf16 and corrected "examples/" path by [wukaixingxp](https://github.com/wukaixingxp) in [#587](https://github.com/meta-llama/llama-recipes/pull/587)
* Update links in README.md by [subramen](https://github.com/subramen) in [#589](https://github.com/meta-llama/llama-recipes/pull/589)
* Fix broken image link by [subramen](https://github.com/subramen) in [#597](https://github.com/meta-llama/llama-recipes/pull/597)
* Fix relative links to images by [subramen](https://github.com/subramen) in [#596](https://github.com/meta-llama/llama-recipes/pull/596)
* Remove max_length from tokenization by [mreso](https://github.com/mreso) in [#604](https://github.com/meta-llama/llama-recipes/pull/604)
* Update transformers requirements by [mreso](https://github.com/mreso) in [#605](https://github.com/meta-llama/llama-recipes/pull/605)
* Address feedback not possible before launch in LG3 recipe and dataset file by [tryrobbo](https://github.com/tryrobbo) in [#606](https://github.com/meta-llama/llama-recipes/pull/606)
New Contributors
* jenyckee made their first contribution in https://github.com/meta-llama/llama-recipes/pull/545
* dloman118 made their first contribution in https://github.com/meta-llama/llama-recipes/pull/553
* Kyriection made their first contribution in https://github.com/meta-llama/llama-recipes/pull/411
* haozhx23 made their first contribution in https://github.com/meta-llama/llama-recipes/pull/402
* powerjohnnyli made their first contribution in https://github.com/meta-llama/llama-recipes/pull/573
* jarvisDang made their first contribution in https://github.com/meta-llama/llama-recipes/pull/570
* pia-papanna made their first contribution in https://github.com/meta-llama/llama-recipes/pull/575

**Full Changelog**: https://github.com/meta-llama/llama-recipes/compare/v0.0.2...v0.0.3

We would like to thank all who contributed to this release and are looking forward to future contributions!