diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..7fbc979206fef95642f71d3aa275e46a819a21be
--- /dev/null
+++ b/README.md
@@ -0,0 +1,101 @@
+# Humanizer-5M
+
+Version: 2.0.0
+
+Humanizer-5M is a synthetic conversational adaptation dataset.
+
+The central objective is not simply to rewrite text to sound casual.
+
+Each example models:
+
+1. what the user explicitly asks,
+2. what the user may implicitly need,
+3. the user's conversational signals,
+4. the appropriate response calibration,
+5. the final response,
+6. quality and stability metrics.
+
+The dataset specifically teaches proportional adaptation.
+
+High user energy does not automatically mean high hype.
+Frustration does not automatically mean excessive empathy.
+Casual language does not automatically require slang.
+Emojis are used only when contextually appropriate.
+
+The dataset also contains hard negatives representing responses
+that are grammatically correct but poorly calibrated.
+
+## Dataset size
+
+Total: 5,000,000
+
+Train: 4,750,000
+Validation: 125,000
+Test: 125,000
+
+Shard size: 100,000
+
+## Core dimensions
+
+The dataset includes explicit calibration dimensions for:
+
+- energy
+- hype
+- empathy
+- warmth
+- formality
+- directness
+- verbosity
+- humor
+- emoji usage
+- technicality
+- confidence
+- urgency
+
+## Quality metrics
+
+Examples also contain:
+
+- naturalness
+- human_likeness_proxy
+- context_fit
+- emotional_fit
+- hype_fit
+- empathy_fit
+- emoji_fit
+- verbosity_fit
+- directness_fit
+- formality_fit
+- humor_fit
+- technicality_fit
+- consistency
+- emotional_stability
+- overreaction_penalty
+- forced_human_penalty
+- generic_ai_penalty
+- repetition_penalty
+- emoji_overuse_penalty
+- hype_without_reason_penalty
+- tone_jump_penalty
+- overall_quality
+
+## Hard negatives
+
+The dataset includes deliberately miscalibrated candidate responses.
+
+Examples include:
+
+- unnecessary hype
+- forced empathy
+- emoji overuse
+- excessive verbosity
+- generic assistant phrasing
+- abrupt tone changes
+
+## Important
+
+Metrics are synthetic training labels and calibration signals.
+They are not empirical measurements of whether a response was
+written by a human.
+
+The dataset does not contain private conversations.
diff --git a/dataset_card.md b/dataset_card.md
new file mode 100644
index 0000000000000000000000000000000000000000..e62893429c955017059aa4c3d1bd92fe9cea7ca8
--- /dev/null
+++ b/dataset_card.md
@@ -0,0 +1,57 @@
+---
+language:
+- fr
+tags:
+- conversational
+- dialogue
+- instruction-tuning
+- tone-adaptation
+- empathy
+- style
+- synthetic
+size_categories:
+- 1M<n<10M
+---
+
+# Humanizer-5M
+
+Humanizer-5M is a synthetic dataset focused on proportional
+conversational adaptation.
+
+The dataset separates:
+
+1. understanding the request,
+2. understanding user signals,
+3. choosing a response calibration,
+4. generating a response,
+5. evaluating calibration quality.
+
+It includes hard negatives designed to represent common
+failure modes such as excessive hype, forced empathy,
+emoji overuse, generic assistant language and abrupt tone shifts.
+
+## Size
+
+5,000,000 examples.
+
+## Splits
+
+- train: 4,750,000
+- validation: 125,000
+- test: 125,000
+
+## Synthetic data notice
+
+The examples and metrics are generated using deterministic
+controlled procedures and should be treated as synthetic
+training data and calibration labels.
+
+The quality metrics are not human-annotated measurements.
+
+## Design principle
+
+The objective is not to maximize enthusiasm.
+
+The objective is proportional adaptation:
+
+appropriate tone + context awareness + stability + usefulness.
diff --git a/manifest.json b/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2346be0ebd1614ea7ec952529954a7fbbd4da479
--- /dev/null
+++ b/manifest.json
@@ -0,0 +1,125 @@
+{
+  "dataset_name": "Humanizer-5M",
+  "version": "2.0.0",
+  "total_examples": 5000000,
+  "splits": {
+    "train": 4750000,
+    "validation": 125000,
+    "test": 125000
+  },
+  "shard_size": 100000,
+  "schema": [
+    "id",
+    "example_key",
+    "split",
+    "user_message",
+    "conversation_context",
+    "prompt_understanding",
+    "user_signals",
+    "intent",
+    "emotional_state",
+    "domain",
+    "user_profile",
+    "target_calibration",
+    "adaptation_strategy",
+    "response_mode",
+    "instruction",
+    "response",
+    "hard_negative_response",
+    "hard_negative_type",
+    "candidate_comparison",
+    "quality_metrics",
+    "generator_version"
+  ],
+  "generated": {
+    "total": 5000000,
+    "splits": {
+      "train": 4750000,
+      "validation": 125000,
+      "test": 125000
+    },
+    "intents": {
+      "question": 718689,
+      "casual_conversation": 802796,
+      "problem_solving": 202809,
+      "advice": 521802,
+      "clarification": 802682,
+      "debugging": 450491,
+      "learning": 803870,
+      "prompt_improvement": 159199,
+      "explanation": 537662
+    },
+    "emotions": {
+      "confused": 508435,
+      "proud": 179730,
+      "curious": 1729945,
+      "neutral": 905878,
+      "frustrated": 659075,
+      "excited": 674613,
+      "worried": 279717,
+      "playful": 62607
+    },
+    "domains": {
+      "school": 249803,
+      "ai": 250130,
+      "javascript": 250212,
+      "writing": 249694,
+      "machine_learning": 250411,
+      "communication": 249653,
+      "creative_work": 249867,
+      "programming": 250338,
+      "typescript": 249669,
+      "design": 249884,
+      "productivity": 249685,
+      "technology": 250375,
+      "web_development": 250439,
+      "everyday_problem": 249872,
+      "databases": 249446,
+      "business": 249577,
+      "research": 250839,
+      "python": 249646,
+      "learning": 250189,
+      "project_planning": 250271
+    },
+    "hard_negative_types": {
+      "unnecessary_hype": 752177,
+      "emoji_overuse": 753064,
+      "generic_ai": 920025,
+      "tone_jump": 921054,
+      "forced_empathy": 733373,
+      "verbosity_mismatch": 920307
+    }
+  },
+  "features": {
+    "prompt_understanding": true,
+    "implicit_need_detection": true,
+    "emotion_detection": true,
+    "emotion_intensity": true,
+    "user_energy": true,
+    "tone_calibration": true,
+    "hype_calibration": true,
+    "empathy_calibration": true,
+    "humor_calibration": true,
+    "emoji_calibration": true,
+    "verbosity_calibration": true,
+    "formality_calibration": true,
+    "directness_calibration": true,
+    "technicality_calibration": true,
+    "conversation_context": true,
+    "hard_negatives": true,
+    "candidate_comparisons": true,
+    "quality_metrics": true,
+    "stability_metrics": true
+  },
+  "calibration_principles": [
+    "proportionality",
+    "context_awareness",
+    "emotional_stability",
+    "usefulness_first",
+    "no_forced_hype",
+    "no_forced_empathy",
+    "no_emoji_spam",
+    "no_artificial_personality_switches"
+  ],
+  "synthetic": true
+}
\ No newline at end of file
diff --git a/test/part-00000.parquet b/test/part-00000.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..bb6fcafc033602fd9ee06b562b5ae6caf090a92e
--- /dev/null
+++ b/test/part-00000.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3448e60f892ea2e382561eef188f079b7ee5e3c96cd6c48a2e54b0ebb81603f4
+size 11526519
diff --git a/test/part-00001.parquet b/test/part-00001.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c5e9dd231fefd2c88ae462dadde576b80ed7e8bb
--- /dev/null
+++ b/test/part-00001.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:266ceb72e81d681f08fa7eea169302c716ccdf86c04d5e59169ccba26ead6f1a
+size 2893989
diff --git a/train/part-00000.parquet b/train/part-00000.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..26dd1c63c0dec9e789bd5944058993aaf9a4f113
--- /dev/null
+++ b/train/part-00000.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4456a6d2a6fa6cd71f6d2b7b0c4dacb15f93357fba85ee76fbb2a4618126e90d
+size 11528858
diff --git a/train/part-00001.parquet b/train/part-00001.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..d19bf577d6fe5b5d8dba54dfa7a839c860328e50
--- /dev/null
+++ b/train/part-00001.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62119987fef7c9cf7832f3317dfa87b8ef789714b4a784f8cabfb0d47463b9e4
+size 11512917
diff --git a/train/part-00002.parquet b/train/part-00002.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c65724b0cde9072a595804021e4fcc7e9d272ab6
--- /dev/null
+++ b/train/part-00002.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13a06c3fb1440cc2a51d81ffe3facb9048e0d9fd5a90249396be990d4450f9a8
+size 11521437
diff --git a/train/part-00003.parquet b/train/part-00003.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..11c47864eab4b744ca22c0a3e52ffcd0634f4901
--- /dev/null
+++ b/train/part-00003.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ecd5d3f6becf66320fc0fa64e4ae004649a6e51f2395fdaf731dc4b7fbb5302
+size 11529900
diff --git a/train/part-00004.parquet b/train/part-00004.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..fa725cece154d8473e56d6c99c6f5c43c032af6f
--- /dev/null
+++ b/train/part-00004.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e92683439e79a98c8d21d973cd5b788ee1a9d861e59fd889821e439074149dc9
+size 11523055
diff --git a/train/part-00005.parquet b/train/part-00005.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..7e3b1c68af92c1679edd7e5b3c25842433c4bbea
--- /dev/null
+++ b/train/part-00005.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b2484aa48683ebf54b7d7e4e4fa12fc5db18506fdfa84d199b7adc5f6e8837e
+size 11540630
diff --git a/train/part-00006.parquet b/train/part-00006.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..44b7c2aa63eb5cfcc684454b0e37d6fe9a41478c
--- /dev/null
+++ b/train/part-00006.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16cb3165ecf22390db04f024da7a5a0333fcb37a489a540af186a95024b13a0a
+size 11536361
diff --git a/train/part-00007.parquet b/train/part-00007.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..89ca64b9fd75b0b1a51194e7b925813042c19585
--- /dev/null
+++ b/train/part-00007.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7293dd4bbef2a88b8355919b0dfcba2df796215bbd1c3c072f1c040e7236df86
+size 11512893
diff --git a/train/part-00008.parquet b/train/part-00008.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ea82d3b39de13d9124a151f9f4eaad475a4a01e1
--- /dev/null
+++ b/train/part-00008.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9496ff5c6c120f7ebb3339bc0613d1abd87612789c03b8e34ded5a4c2a6db18d
+size 11523642
diff --git a/train/part-00009.parquet b/train/part-00009.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..630761c62e7a2cc4bdacf92f2ee1ac0c4f2dffd4
--- /dev/null
+++ b/train/part-00009.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6fda366f3d82d620d3091a211f1fe61383947479b9d68d2499cc211b2ac59e5
+size 11528975
diff --git a/train/part-00010.parquet b/train/part-00010.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..bb7bf93b847a7678320dc41864478626ce420515
--- /dev/null
+++ b/train/part-00010.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80e53bb2fa911a66446a95fdeeae7a36d3d86713adf7ac324cb4a5823b2756b0
+size 11525453
diff --git a/train/part-00011.parquet b/train/part-00011.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b847331a92546425300608a0bf58141d578df8fa
--- /dev/null
+++ b/train/part-00011.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:722304a73d5e4b04c7c28c944fde12a61d577a3c14dceaef25ea2160766ffd4d
+size 11522749
diff --git a/train/part-00012.parquet b/train/part-00012.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..7bb819ca8919e42decf80c3fd4cc848511ccd4be
--- /dev/null
+++ b/train/part-00012.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d062f051226a9bad0e963b56fdc81954da3e2e20a69a99205509b379b201e57
+size 11517431
diff --git a/train/part-00013.parquet b/train/part-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..0a6828c72864cdd2db57ba9b0abeb6cbafc3d2b3
--- /dev/null
+++ b/train/part-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1af8007d600286158b54c2a2e9fb9e98c2d3c4d8c0ac0a5b8bd171e193fd02c4
+size 11527183
diff --git a/train/part-00014.parquet b/train/part-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..72810390d5e8fe7541d601a557422ea6500cc9e2
--- /dev/null
+++ b/train/part-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e04cc2ac2f7043e76e7aa60ed8341a5606ddd04b0a808924ebd674d1f75e504
+size 11526190
diff --git a/train/part-00015.parquet b/train/part-00015.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..f1b9880f98f35df6acc336da0f90d0d5f4a3b96c
--- /dev/null
+++ b/train/part-00015.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f86180ba962ea04254b4aecd1095a61aede90c88ee3479810bd2c724d742a2cc
+size 11505745
diff --git a/train/part-00016.parquet b/train/part-00016.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..656e49b3aa9805e318279338cdbc90da4a95d36b
--- /dev/null
+++ b/train/part-00016.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9136504a51c96095ebf1b5c43acff5d9966cfff9dd323d96e8340e2eba617a69
+size 11516222
diff --git a/train/part-00017.parquet b/train/part-00017.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..a9e0ec5a8eddb502fe15ec87110d6d6fe0f6afbe
--- /dev/null
+++ b/train/part-00017.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ada3f64ce0f80afbf3d01b63b9601f1b4e12bee93708312b53b557b1ceda7b16
+size 11529550
diff --git a/train/part-00018.parquet b/train/part-00018.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..4ee1ef84d35b7876c8a6c541d111a2e1efeb28a7
--- /dev/null
+++ b/train/part-00018.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:696b7c077eb7139791a355ca64dfb1e6f897434e4b1b9c839d2324653cf03ae3
+size 11524064
diff --git a/train/part-00019.parquet b/train/part-00019.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..297fb0867fdf13087ea2efd362429d3c0c06a975
--- /dev/null
+++ b/train/part-00019.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7121c1eb1b0ca6e5e040bd724cdc7401343eb05ddc3937730197ea53e3a658c9
+size 11533640
diff --git a/train/part-00020.parquet b/train/part-00020.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..a29d82843573aa41112ba90e546e469801370985
--- /dev/null
+++ b/train/part-00020.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cea22f8b55af59e7110a2fa428efa8c12faec479135d3a25388f03b518ecd83
+size 11504697
diff --git a/train/part-00021.parquet b/train/part-00021.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..bb8bd554dacff60c77acc650174f2dc66d2bacc6
--- /dev/null
+++ b/train/part-00021.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:338141e9e1bf6eab2f784e5f5a8e4ffc6f190ad311e12c7d80122b5d1615d07f
+size 11510477
diff --git a/train/part-00022.parquet b/train/part-00022.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..13d8283c44969e4f5414ee7f40aeeb30a8a66454
--- /dev/null
+++ b/train/part-00022.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e84cda02d7fb190da3d6f23ed6e296f696189205ad581843b888cdcaf267f3c
+size 11514317
diff --git a/train/part-00023.parquet b/train/part-00023.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..a7c74c162f33343cf8c91b0207ac5c753c39563c
--- /dev/null
+++ b/train/part-00023.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28e9e856f9832f658836aa9c3b4426d6c0b721e7eb49b2667236b4c07b5e50ba
+size 11521525
diff --git a/train/part-00024.parquet b/train/part-00024.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..f202397c87cbc0c81812900c8fe5187e1df4399c
--- /dev/null
+++ b/train/part-00024.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d00221e45e1c1ee058ad6f642f4879373f1d0afbacc419442c38d555f36718a
+size 11518603
diff --git a/train/part-00025.parquet b/train/part-00025.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..11de537f8804f67c486ca4b817b6f2052c49fde7
--- /dev/null
+++ b/train/part-00025.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a8a2c2e7ca6440800ac613c3ca1234aeeda5970e6bf3cb3bfca8515f1c41ef5
+size 11524873
diff --git a/train/part-00026.parquet b/train/part-00026.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..1397c4e48bcdbcaadba73bdc9536363380a757f5
--- /dev/null
+++ b/train/part-00026.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc01ffeb23bab0d54189349ac14a205244f6421293ef3b30d540568c320579c0
+size 11532799
diff --git a/train/part-00027.parquet b/train/part-00027.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..9326076b07caf2c033b3aa72e702d53ca3ae74c8
--- /dev/null
+++ b/train/part-00027.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84c9dc056f91bb9366092e57da1c914c4fb324be76c2c7a571ca251585640ab5
+size 11529027
diff --git a/train/part-00028.parquet b/train/part-00028.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..bf4afb9d91506fbff656183148f75bd7363a2622
--- /dev/null
+++ b/train/part-00028.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3216f7817b4167a0e87834d3548c75fceb6a4b8968ec9a20d3a5982bf610ea07
+size 11524624
diff --git a/train/part-00029.parquet b/train/part-00029.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..62e52b50dee03f3b6eaca8f33d42d6b7cfa5c16a
--- /dev/null
+++ b/train/part-00029.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56fe936cfb3ff50be4725ae7d0f6b98a2cb4299983516dab4d6b33aaff34de29
+size 11529128
diff --git a/train/part-00030.parquet b/train/part-00030.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e9cd8c9bc6c55df7ad88b1f899f7f8c4ef0004a6
--- /dev/null
+++ b/train/part-00030.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ce8f8e8093d2f0ef6cd7274faa9d7af33b6a07b984289c03bf0efbef0b7f664
+size 11511691
diff --git a/train/part-00031.parquet b/train/part-00031.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..06a597718a833713d5e73458daeb18a2b9dde387
--- /dev/null
+++ b/train/part-00031.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c400330ef9a7b2ccf7891b8dd7b81ed6887fb6ee6e03fcfeb283405d8104f050
+size 11511594
diff --git a/train/part-00032.parquet b/train/part-00032.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..8c346cd4e1832c31d8e02f0e12d1adac893c1799
--- /dev/null
+++ b/train/part-00032.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7c2bc9f6a9d093625be962a478cf04d0d55026a9155200a0952ce349ec547da
+size 11533971
diff --git a/train/part-00033.parquet b/train/part-00033.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..7c0196957988049b4b6d08b641e7c6549f54fb0d
--- /dev/null
+++ b/train/part-00033.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d4f0d2fb5f179d708ecd795bef224cc210af880deead80f82e44f0e1bbf3ca8
+size 11517188
diff --git a/train/part-00034.parquet b/train/part-00034.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..1891184393d60da42e3a1facaf7415a1012de35d
--- /dev/null
+++ b/train/part-00034.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:730e3e708f800ac3ef198224a15e434689d1286b737fdc46603e118dcf14a8fd
+size 11511408
diff --git a/train/part-00035.parquet b/train/part-00035.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..6748797da3d1bd41215f6227e7040620e8a71cac
--- /dev/null
+++ b/train/part-00035.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:142590853dbbb2a6e526e0b7e9537a382295166504f69e1d8035ff0e67f829ed
+size 11512441
diff --git a/train/part-00036.parquet b/train/part-00036.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..289deaa47fa81e6c03e1f900b358c02c33881f1b
--- /dev/null
+++ b/train/part-00036.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf0eca768bb92f6893dc8a3a832608ba55d7b0827443c8891518c6c63691e5f4
+size 11534217
diff --git a/train/part-00037.parquet b/train/part-00037.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..a9b596b6eb81d4d011f0662a38968148dd5a22dc
--- /dev/null
+++ b/train/part-00037.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f31feba33faaf4c0364cd7b248a9699e8cdeaca8d3182e30e3a16c017cf8b7f
+size 11518011
diff --git a/train/part-00038.parquet b/train/part-00038.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e94961d21e1da0c99e25d10fbfdf5635e121ad3a
--- /dev/null
+++ b/train/part-00038.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de9b6358f515fd0b00df4d4b0c9ece02c182c518d1b253fb3d2a4e9836aa8708
+size 11511524
diff --git a/train/part-00039.parquet b/train/part-00039.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..8d4ce82dd29958445861a04cf8671bb3afdcd3ae
--- /dev/null
+++ b/train/part-00039.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8324a6f6ea66f2e8cabb8564fe9a23bbfa3a543cd4935111bc5749d0e1fbde21
+size 11510374
diff --git a/train/part-00040.parquet b/train/part-00040.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..0df85c52a8f1e17b4db6bc5888b29423b59f2925
--- /dev/null
+++ b/train/part-00040.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9393876f62e5749ad816d76fd6d88c40ce75f813123a7791036b536e2f537e06
+size 11527635
diff --git a/train/part-00041.parquet b/train/part-00041.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..7c0e53c0ad027cc431b56f707489caed688815a7
--- /dev/null
+++ b/train/part-00041.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08feb6cee75818bc00d9ccac7ec44f0215dc09b3b16836ceb0f90ac488547635
+size 11524478
diff --git a/train/part-00042.parquet b/train/part-00042.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..7bdc409c24fecc24a8eb14c2da970f09308e2ed5
--- /dev/null
+++ b/train/part-00042.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0431d4234ff22042b96a30af7735b5537e0841d6cb4fdb1c9bd614a7cb69d7c
+size 11517827
diff --git a/train/part-00043.parquet b/train/part-00043.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..a2246f46c02741ca255962fe34be4ce8d402e673
--- /dev/null
+++ b/train/part-00043.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c7ad428bba1c80d6ef69853ac4ceb9d2c36a17bffbf0c06d12c579d28cbee38
+size 11524857
diff --git a/train/part-00044.parquet b/train/part-00044.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ceaf652a279c2832ed3170cb56744540aa6ce586
--- /dev/null
+++ b/train/part-00044.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:694d155549fbdd7e315bab363db18eb87f90c7328bfbdd9f5c0b756918fec301
+size 11511153
diff --git a/train/part-00045.parquet b/train/part-00045.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b83829371adfee97953eeda2570cc3eb7c67ff47
--- /dev/null
+++ b/train/part-00045.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea7b43cf27766592187b765bf6d699e8f52e9b9e63b41b5e272e4eb5c1975be9
+size 11522326
diff --git a/train/part-00046.parquet b/train/part-00046.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..7ac2ff972179c9d07f54b3283ddab26d9f3519f6
--- /dev/null
+++ b/train/part-00046.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5efea9c4210e1b7300510a1be7532d308cec983035e8990e9b7806653bcd5e2
+size 11533217
diff --git a/train/part-00047.parquet b/train/part-00047.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c34b6958a731d703c8bd88d9f6b12e6f7cf06047
--- /dev/null
+++ b/train/part-00047.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0e0b971663a6161960e775144ef76e84df9fa0251c06f9f6e7a5d7a81029ab4
+size 5758129
diff --git a/validation/part-00000.parquet b/validation/part-00000.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ecf7ee2b18171182d002b33ebba72cded0e0ca1c
--- /dev/null
+++ b/validation/part-00000.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1164f276f3af66dedf07f3112e115348f8348f42b7aea3fe063d6b7ddb2a3e3a
+size 11521067
diff --git a/validation/part-00001.parquet b/validation/part-00001.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..72499c06f461bf2e208551861ab2c92f2f8caf88
--- /dev/null
+++ b/validation/part-00001.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13e8632e83de7272c3f8aba162248c2149597245f29977f635d592eed9241e6c
+size 2899019