Datasets:

H-D-T
/

Buzz-slice-3-10-V1.2

@@ -14,7 +14,7 @@ tags:
 - chatml
 - text-generation
 - instruction
-pretty_name: Select Stack
 size_categories:
 - 1B<n<10B
 ---
@@ -28,7 +28,7 @@ size_categories:
 - [Alignment Lab AI](https://AlignmentLab.ai) is pleased to introduce our latest research efforts with:
-**Buzz**, a highly curated pretraining scale assistant dataset, unifying RL and SFT, developed in collaboration with [Hive Digital Technologies](https://hivedt.com/).
 The Buzz model, Dataset, and Code are to be released to build a toolkit that aims to demonstrate the potential for reuse and optimization of existing pretrained language models to continuously refine the heights of performance that can be achieved with optimal use of FlOps. Alongside Buzz-8b-Large, we release
@@ -61,6 +61,7 @@ By combining high quality data, iterative fine-tuning with carefully selected "g
 ## Data structure and formatting
 buzz should be out of the box compatible with the sharegpt type in Axolotl and lmsys' FastChat during training
 it containsthe following structure
 ```
@@ -109,6 +110,88 @@ as well as many, many others who are too numerous to name.
 # Dataset Sources
 Total Turns: 81,167,793
 Total Rows: 31,249,070
@@ -550,7 +633,7 @@ Total Rows: 31,249,070
 | 434 | jflex | 0.00% | 2 | 1 |
 | 435 | red | 0.00% | 2 | 1 |
 # Citations
 ```

 - chatml
 - text-generation
 - instruction
+pretty_name: Buzz-V1.2
 size_categories:
 - 1B<n<10B
 ---
 - [Alignment Lab AI](https://AlignmentLab.ai) is pleased to introduce our latest research efforts with:
+**Buzz**, a highly curated pretraining scale assistant dataset, unifying RL and SFT, developed in collaboration with [Hive Digital Technologies](https://www.hivedigitaltechnologies.com/).
 The Buzz model, Dataset, and Code are to be released to build a toolkit that aims to demonstrate the potential for reuse and optimization of existing pretrained language models to continuously refine the heights of performance that can be achieved with optimal use of FlOps. Alongside Buzz-8b-Large, we release
 ## Data structure and formatting
 buzz should be out of the box compatible with the sharegpt type in Axolotl and lmsys' FastChat during training
 it containsthe following structure
+[EDIT]: filtered for bias examples!
 ```
 # Dataset Sources
+Sources in the source column which refer only to a model name are from  Nectar, Lmsys 55k preference, and various user submitted distillation datasets
+inspired by [Ontocord](https://huggingface.co/ontocord)'s dataset https://huggingface.co/datasets/laion/OIG
+```
+Muennighoff/tasky-commits
+Muennighoff/natural-instructions
+laion/OIG
+knowrohit07/know_medical_dialogue_v2
+knowrohit07/know-saraswati-cot
+knowrohit07/know_medical_dialogues
+H-D-T/Select-Stack [stackexchange dump, filtered for difficult, stem, technical stacks, only best rated responses kept for Buzz]
+knowrohit07/know_sql
+knowrohit07/ArithmeLogic
+knowrohit07/know_logic
+knowrohit07/know_cot
+knowrohit07/GPTscience_maths_csml
+AlignmentLab-AI/datasci-python
+teknium/OpenHermes-2.5
+teknium/openhermes
+THUDM/AgentInstruct
+Vezora/Tested-22k-Python-Alpaca
+HuggingFaceH4/no_robots
+migtissera/Synthia-v1.3
+migtissera/Tess-Coder-v1.0
+migtissera/Quanta
+AlekseyKorshuk/gpteacher-role-play-chatml
+nampdn-ai/devdocs.io
+TIGER-Lab/MathInstruct
+TIGER-Lab/Homework-step-Comparator
+TIGER-Lab/Homework-step-Extractor
+TIGER-Lab/MATH-plus
+TIGER-Lab/MetricInstruct
+TIGER-Lab/RFT-GSM-28K
+Muennighoff/P3
+PygmalionAI/Sharegpt-soda
+taesiri/arxiv_summary
+kaist-ai/Cot-Collection
+microsoft/orca-math-word-problems-200k
+Open-Orca/FLAN [uploaded to hf, but created by Google]
+allenai/WildChat
+chargoddard/rpguild
+medalpaca/medical_meadow_medqa
+medalpaca/medical_meadow_mediqa
+medalpaca/medical_meadow_wikidoc
+medalpaca/medical_meadow_health_advice
+medalpaca/medical_meadow_medical_flashcards
+medalpaca/medical_meadow_cord19
+medalpaca/medical_meadow_wikidoc_patient_information
+medalpaca/medical_meadow_mmmlu
+medalpaca/medical_meadow_pubmed_causal
+medalpaca/medical_meadow_usmle_self_assessment
+keivalya/MedQuad-MedicalQnADataset
+IndianaUniversityDatasetsModels/MIMIC-medical-report
+Annielytics/DoctorsNotes
+lavita/ChatDoctor-HealthCareMagic-100k
+lavita/ChatDoctor-iCliniq
+mahfoos/Patient-Doctor-Conversation
+Amod/mental_health_counseling_conversations
+alexandreteles/mental-health-conversational-data
+heliosbrahma/mental_health_chatbot_dataset
+akemiH/NoteChat
+openchat/cogstack-opengpt-sharegpt
+h2oai/openassistant_oasst1_h2ogpt_llama2_chat
+openchat/openchat_sharegpt4_dataset
+garage-bAInd/Open-Platypus
+lmsys/lmsys-arena-human-preference-55k
+CarperAI/openai_summarize_tldr
+Locutusque/OpenCerebrum-dpo
+Locutusque/OpenCerebrum-2.0-SFT
+internlm/Agent-FLAN
+Clinton/Text-to-sql-v1
+meta-math/MetaMath_DPO_FewShot
+berkeley-nest/Nectar
+bigcode/commitpackft
+ybisk/piqa
+meta-math/MetaMathQA
+SAGI-1/reasoningData_200k
+```
+```
 Total Turns: 81,167,793
 Total Rows: 31,249,070
 | 434 | jflex | 0.00% | 2 | 1 |
 | 435 | red | 0.00% | 2 | 1 |
+```
 # Citations
 ```