Duplicate from ai4bharat/indic-instruct-data-v0.1

Co-authored-by: Jay Gala <[email protected]>

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
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+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
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+*.bmp filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+annotations_creators:
+  - found
+language_creators:
+  - found
+language:
+  - en
+  - hi
+multilinguality:
+  - multilingual
+size_categories:
+  - 5K<n<400K
+language_bcp47:
+  - en-US
+  - hi-IN
+dataset_info:
+  - config_name: dolly
+    features:
+      - name: id
+        dtype: string
+      - name: category
+        dtype: string
+      - name: instruction
+        dtype: string
+      - name: context
+        dtype: string
+      - name: response
+        dtype: string
+      - name: backtranslated_instruction
+        dtype: string
+      - name: backtranslated_context
+        dtype: string
+      - name: backtranslated_response
+        dtype: string
+      - name: quality_metrics
+        struct:
+        - name: chrF
+          dtype: double
+        - name: chrF++
+          dtype: double
+        - name: sacreBLEU
+          dtype: double
+    splits:
+      - name: en
+        num_bytes: 12955675
+        num_examples: 15011
+      - name: hi
+        num_bytes: 43020098
+        num_examples: 15011
+  - config_name: flan_v2
+    features:
+      - name: id
+        dtype: string
+      - name: inputs
+        dtype: string
+      - name: targets
+        dtype: string
+      - name: backtranslated_inputs
+        dtype: string
+      - name: backtranslated_targets
+        dtype: string
+      - name: quality_metrics
+        struct:
+        - name: chrF
+          dtype: double
+        - name: chrF++
+          dtype: double
+        - name: sacreBLEU
+          dtype: double
+      - name: metadata
+        struct:
+        - name: _task_name
+          dtype: string
+        - name: _task_source
+          dtype: string
+        - name: _template_idx
+          dtype: int64
+        - name: _template_type
+          dtype: string
+    splits:
+      - name: en
+        num_bytes: 139835406
+        num_examples: 67463
+      - name: hi
+        num_bytes: 692609723
+        num_examples: 67463
+  - config_name: anudesh
+    features:
+      - name: id
+        dtype: string
+      - name: messages
+        list:
+          - name: content
+            dtype: string
+          - name: role
+            dtype: string
+      - name: num_turns
+        dtype: int64
+      - name: model
+        dtype: string
+    splits:
+      - name: en
+        num_bytes: 16957645
+        num_examples: 5234
+      - name: hi
+        num_bytes: 37608562
+        num_examples: 7577
+  - config_name: oasst1
+    features:
+      - name: id
+        dtype: string
+      - name: messages
+        list:
+          - name: content
+            dtype: string
+          - name: backtranslated_content
+            dtype: string
+          - name: created_date
+            dtype: string
+          - name: deleted
+            dtype: bool
+          - name: detoxify
+            struct:
+              - name: identity_attack
+                dtype: float64
+              - name: insult
+                dtype: float64
+              - name: obscene
+                dtype: float64
+              - name: severe_toxicity
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+              - name: sexual_explicit
+                dtype: float64
+              - name: threat
+                dtype: float64
+              - name: toxicity
+                dtype: float64
+          - name: emojis
+            struct:
+              - name: '+1'
+                dtype: float64
+              - name: '-1'
+                dtype: float64
+              - name: _skip_labeling
+                dtype: float64
+              - name: _skip_ranking
+                dtype: float64
+              - name: _skip_reply
+                dtype: float64
+              - name: red_flag
+                dtype: float64
+          - name: labels
+            struct:
+              - name: creativity
+                struct:
+                  - name: count
+                    dtype: int64
+                  - name: value
+                    dtype: float64
+              - name: fails_task
+                struct:
+                  - name: count
+                    dtype: int64
+                  - name: value
+                    dtype: float64
+              - name: hate_speech
+                struct:
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+                  - name: value
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+              - name: helpfulness
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+                  - name: value
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+              - name: humor
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+              - name: moral_judgement
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+                  - name: value
+                    dtype: float64
+              - name: not_appropriate
+                struct:
+                  - name: count
+                    dtype: int64
+                  - name: value
+                    dtype: float64
+              - name: pii
+                struct:
+                  - name: count
+                    dtype: int64
+                  - name: value
+                    dtype: float64
+              - name: political_content
+                struct:
+                  - name: count
+                    dtype: int64
+                  - name: value
+                    dtype: float64
+              - name: quality
+                struct:
+                  - name: count
+                    dtype: int64
+                  - name: value
+                    dtype: float64
+              - name: sexual_content
+                struct:
+                  - name: count
+                    dtype: int64
+                  - name: value
+                    dtype: float64
+              - name: spam
+                struct:
+                  - name: count
+                    dtype: int64
+                  - name: value
+                    dtype: float64
+              - name: toxicity
+                struct:
+                  - name: count
+                    dtype: int64
+                  - name: value
+                    dtype: float64
+              - name: violence
+                struct:
+                  - name: count
+                    dtype: int64
+                  - name: value
+                    dtype: float64
+          - name: message_id
+            dtype: string
+          - name: parent_id
+            dtype: string
+          - name: rank
+            dtype: float64
+          - name: review_count
+            dtype: int64
+          - name: review_result
+            dtype: bool
+          - name: role
+            dtype: string
+          - name: synthetic
+            dtype: bool
+          - name: text
+            dtype: string
+          - name: user_id
+            dtype: string
+      - name: quality_metrics
+        struct:
+          - name: chrF
+            dtype: double
+          - name: chrF++
+            dtype: double
+          - name: sacreBLEU
+            dtype: double
+    splits:
+      - name: en
+        num_bytes: 102808820
+        num_examples: 19945
+      - name: hi
+        num_bytes: 234040644
+        num_examples: 20128
+  - config_name: hh-rlhf
+    features:
+      - name: id
+        dtype: string
+      - name: messages
+        list:
+          - name: content
+            dtype: string
+          - name: role
+            dtype: string
+      - name: num_turns
+        dtype: int64
+      - name: quality_metrics
+        struct:
+          - name: chrF
+            dtype: double
+          - name: chrF++
+            dtype: double
+          - name: sacreBLEU
+            dtype: double
+    splits:
+      - name: en
+        num_bytes: 5196642
+        num_examples: 5000
+      - name: hi
+        num_bytes: 12725636
+        num_examples: 5000
+  - config_name: nmt-seed
+    features:
+      - name: id
+        dtype: string
+      - name: input_text
+        dtype: string
+      - name: output_text
+        dtype: string
+      - name: input_language
+        dtype: string
+      - name: output_language
+        dtype: string
+      - name: bucket
+        dtype: string
+    splits:
+      - name: hi
+        num_bytes: 20519477
+        num_examples: 50000
+  - config_name: wikihow
+    features:
+      - name: id
+        dtype: string
+      - name: url
+        dtype: string
+      - name: title
+        dtype: string
+      - name: intro
+        dtype: string
+      - name: n_steps
+        dtype: int64
+      - name: steps
+        list:
+          - name: description
+            dtype: string
+          - name: number
+            dtype: int64
+          - name: picture
+            dtype: string
+          - name: summary
+            dtype: string
+      - name: messages
+        list:
+          - name: content
+            dtype: string
+          - name: role
+            dtype: string
+    splits:
+      - name: en
+        num_bytes: 262392614
+        num_examples: 20400
+      - name: hi
+        num_bytes: 172318437
+        num_examples: 6055
+  - config_name: lm_sys
+    features:
+      - name: id
+        dtype: string
+      - name: messages
+        list:
+          - name: content
+            dtype: string
+          - name: backtranslated_content
+            dtype: string
+          - name: role
+            dtype: string
+      - name: quality_metrics
+        struct:
+          - name: chrF++
+            dtype: double
+    splits:
+      - name: en
+        num_bytes: 113785744
+        num_examples: 50000
+      - name: hi
+        num_bytes: 381591698
+        num_examples: 50000
+configs:
+  - config_name: dolly
+    data_files:
+      - split: en
+        path: dolly/en-*
+      - split: hi
+        path: dolly/hi-*
+  - config_name: flan_v2
+    data_files:
+      - split: en
+        path: flan_v2/en-*
+      - split: hi
+        path: flan_v2/hi-*
+  - config_name: anudesh
+    data_files:
+      - split: en
+        path: anudesh/en-*
+      - split: hi
+        path: anudesh/hi-*
+  - config_name: oasst1
+    data_files:
+      - split: en
+        path: oasst1/en-*
+      - split: hi
+        path: oasst1/hi-*
+  - config_name: hh-rlhf
+    data_files:
+      - split: en
+        path: hh-rlhf/en-*
+      - split: hi
+        path: hh-rlhf/hi-*
+  - config_name: nmt-seed
+    data_files:
+      - split: hi
+        path: nmt/en-hi-*
+  - config_name: wikihow
+    data_files:
+      - split: en
+        path: wikihow/en-*
+      - split: hi
+        path: wikihow/hi-*
+  - config_name: lm_sys
+    data_files:
+      - split: en
+        path: lm_sys/en-*
+      - split: hi
+        path: lm_sys/hi-*
+---
+
+# Indic Instruct Data v0.1
+
+A collection of different instruction datasets spanning English and Hindi languages. The collection consists of:
+- Anudesh
+- [wikiHow](https://www.wikihow.com/Main-Page)
+- [Flan v2](https://github.com/google-research/FLAN/blob/main/flan/v2/README.md) (67k sample subset)
+- [Dolly](https://huggingface.co/datasets/databricks/databricks-dolly-15k)
+- [Anthropic-HHH](https://huggingface.co/datasets/Anthropic/hh-rlhf) (5k sample subset)
+- [OpenAssistant v1](https://huggingface.co/datasets/OpenAssistant/oasst1)
+- [LymSys-Chat](https://huggingface.co/datasets/lmsys/lmsys-chat-1m) (50k sample subset)
+
+We translate the English subset of specific datasets using IndicTrans2 ([Gala et al., 2023](https://openreview.net/forum?id=vfT4YuzAYA)). The chrF++ scores of the back-translated example and the corresponding example is provided for quality assessment of the translated datasets. 
+
+We create and release two native Hindi instruction datasets:
+- wikiHow: wikiHow is an online wiki-style platform that serves as a valuable resource for a diverse array of how-to articles spanning numerous topics.
+- Anudesh: Anudesh is a crowd-sourced collection of prompts accompanied by responses generated from the Llama 2 70B model.
+
+We recommend the readers to check out our [technical report](https://arxiv.org/abs/2401.15006) for more details on the dataset curation process and license.
+
+
+## Citation
+
+```bibtex
+@article{gala2024airavata,
+  title   = {Airavata: Introducing Hindi Instruction-tuned LLM},
+  author  = {Jay Gala and Thanmay Jayakumar and Jaavid Aktar Husain and Aswanth Kumar M and Mohammed Safi Ur Rahman Khan and Diptesh Kanojia and Ratish Puduppully and Mitesh M. Khapra and Raj Dabre and Rudra Murthy and Anoop Kunchukuttan},
+  year    = {2024},
+  journal = {arXiv preprint arXiv: 2401.15006}
+}
+```

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