messages list | prompt string | code string | scene_id string | attempt_id string | refine_score float64 | refine_rounds int64 |
|---|---|---|---|---|---|---|
[
{
"content": "You are writing a single-file Remotion animation component. The output is one scene of a longer explainer video, and it will be rendered headlessly at 1920x1080, 30 fps, for exactly 377 frames (12.6 seconds).\n\nHard requirements:\n- Output ONE fenced code block and nothing else. No commentary bef... | You are writing a single-file Remotion animation component. The output is one scene of a longer explainer video, and it will be rendered headlessly at 1920x1080, 30 fps, for exactly 377 frames (12.6 seconds).
Hard requirements:
- Output ONE fenced code block and nothing else. No commentary before or after.
- The code ... | import React, { useEffect, useState } from 'react';
import {
AbsoluteFill,
useCurrentFrame,
useVideoConfig,
interpolate,
spring,
Easing,
delayRender,
continueRender,
} from 'remotion';
import {
DragContextProvider,
Draggable,
DragOverlay,
EditableText,
} from './interactive';
const BG = '#0E101... | v00003:5 | v00003:5 | 100 | 0 |
[
{
"content": "You are writing a single-file Remotion animation component. The output is one scene of a longer explainer video, and it will be rendered headlessly at 1920x1080, 30 fps, for exactly 405 frames (13.5 seconds).\n\nHard requirements:\n- Output ONE fenced code block and nothing else. No commentary bef... | You are writing a single-file Remotion animation component. The output is one scene of a longer explainer video, and it will be rendered headlessly at 1920x1080, 30 fps, for exactly 405 frames (13.5 seconds).
Hard requirements:
- Output ONE fenced code block and nothing else. No commentary before or after.
- The code ... | import React, { useState, useEffect } from 'react';
import { useCurrentFrame, interpolate, spring, useVideoConfig, delayRender, continueRender } from 'remotion';
import { DragContextProvider, Draggable, EditableText } from './interactive';
const VideoComponent = () => {
const frame = useCurrentFrame();
const { fps... | v00010:11 | v00010:11 | 98 | 1 |
[
{
"content": "You are writing a single-file Remotion animation component. The output is one scene of a longer explainer video, and it will be rendered headlessly at 1920x1080, 30 fps, for exactly 177 frames (5.9 seconds).\n\nHard requirements:\n- Output ONE fenced code block and nothing else. No commentary befo... | You are writing a single-file Remotion animation component. The output is one scene of a longer explainer video, and it will be rendered headlessly at 1920x1080, 30 fps, for exactly 177 frames (5.9 seconds).
Hard requirements:
- Output ONE fenced code block and nothing else. No commentary before or after.
- The code m... | import React, { useEffect, useState } from 'react';
import {
AbsoluteFill,
useCurrentFrame,
useVideoConfig,
interpolate,
spring,
delayRender,
continueRender,
Easing,
} from 'remotion';
import {
DragContextProvider,
Draggable,
DragOverlay,
EditableText,
} from './interactive';
const BG = '#F4F4F... | v00013:2 | v00013:2 | 94 | 1 |
[
{
"content": "You are writing a single-file Remotion animation component. The output is one scene of a longer explainer video, and it will be rendered headlessly at 1920x1080, 30 fps, for exactly 170 frames (5.7 seconds).\n\nHard requirements:\n- Output ONE fenced code block and nothing else. No commentary befo... | You are writing a single-file Remotion animation component. The output is one scene of a longer explainer video, and it will be rendered headlessly at 1920x1080, 30 fps, for exactly 170 frames (5.7 seconds).
Hard requirements:
- Output ONE fenced code block and nothing else. No commentary before or after.
- The code m... | import React, { useEffect, useState } from 'react';
import { useCurrentFrame, interpolate, spring, useVideoConfig, delayRender, continueRender } from 'remotion';
import { DragContextProvider, Draggable, DragOverlay, EditableText } from './interactive';
const VideoComponent = () => {
const frame = useCurrentFrame();
... | v00006:10 | v00006:10 | 99 | 1 |
[
{
"content": "You are writing a single-file Remotion animation component. The output is one scene of a longer explainer video, and it will be rendered headlessly at 1920x1080, 30 fps, for exactly 144 frames (4.8 seconds).\n\nHard requirements:\n- Output ONE fenced code block and nothing else. No commentary befo... | You are writing a single-file Remotion animation component. The output is one scene of a longer explainer video, and it will be rendered headlessly at 1920x1080, 30 fps, for exactly 144 frames (4.8 seconds).
Hard requirements:
- Output ONE fenced code block and nothing else. No commentary before or after.
- The code m... | import React, { useEffect, useState } from 'react';
import { useCurrentFrame, interpolate, spring, useVideoConfig, delayRender, continueRender, Easing } from 'remotion';
import { DragContextProvider, Draggable, EditableText } from './interactive';
const VideoComponent = () => {
const frame = useCurrentFrame();
con... | v00011:9 | v00011:9 | 98 | 1 |
[{"content":"You are writing a single-file Remotion animation component. The output is one scene of (...TRUNCATED) | "You are writing a single-file Remotion animation component. The output is one scene of a longer exp(...TRUNCATED) | "import React, { useEffect, useState } from 'react';\nimport {\n AbsoluteFill,\n useCurrentFrame,\(...TRUNCATED) | v00000:2 | v00000:2 | 99 | 1 |
[{"content":"You are writing a single-file Remotion animation component. The output is one scene of (...TRUNCATED) | "You are writing a single-file Remotion animation component. The output is one scene of a longer exp(...TRUNCATED) | "import React, { useEffect, useState } from 'react';\nimport {\n AbsoluteFill,\n useCurrentFrame,\(...TRUNCATED) | v00000:6 | v00000:6 | 99 | 1 |
[{"content":"You are writing a single-file Remotion animation component. The output is one scene of (...TRUNCATED) | "You are writing a single-file Remotion animation component. The output is one scene of a longer exp(...TRUNCATED) | "import React, { useEffect, useState } from 'react';\nimport { useCurrentFrame, interpolate, spring,(...TRUNCATED) | v00015:3 | v00015:3 | 97 | 1 |
[{"content":"You are writing a single-file Remotion animation component. The output is one scene of (...TRUNCATED) | "You are writing a single-file Remotion animation component. The output is one scene of a longer exp(...TRUNCATED) | "import React, { useEffect, useState } from 'react';\nimport {\n AbsoluteFill,\n useCurrentFrame,\(...TRUNCATED) | v00017:1 | v00017:1 | 98 | 1 |
[{"content":"You are writing a single-file Remotion animation component. The output is one scene of (...TRUNCATED) | "You are writing a single-file Remotion animation component. The output is one scene of a longer exp(...TRUNCATED) | "import React, { useEffect, useState } from 'react';\nimport { useCurrentFrame, interpolate, spring,(...TRUNCATED) | v00021:2 | v00021:2 | 99 | 1 |
End of preview. Expand in Data Studio
Knowlify/fablify-remotion-refine1-sft
Refinement-loop distillation round 1: SFT dataset from critique→revise cycles.
Pipeline
- Base:
Knowlify/qwen3.8-27b-raft1(SFT → GRPO → DPO → RAFT round 1) - Sampling: Best-of-8 candidates from RAFT round 1 (800 prompts, median v0 score 74)
- Refine loop:
- Gemini 3.1 Pro critiques the draft (motion-design director persona)
- raft1 model revises based on critique (served via vLLM)
- Gemini 3.5 Flash re-scores; repeat up to 2 rounds or until score ≥ 85
- Dataset: Kept final outputs with score ≥ 90
Stats
- 701 examples (from 751 refined, 49 below threshold)
- v0 score: mean 72.4, median 75
- final score: mean 97.1, median 98
- 701/751 scored ≥ 90, 665/751 scored ≥ 95
- 77 prompts passed through with 0 refinement rounds (already good)
- 660 took 1 round, 14 took 2 rounds
Format
Standard Remotion SFT: user prompt (scene spec) → assistant ```tsx code block.
Next
QLoRA 16-bit fine-tune on top of raft1 (r=32, 1 epoch).
- Downloads last month
- 26