Add flow for fine-tuning (#183)
* Remove unnecessary dataset code * Fix jump on row selection * Add FineTuneButton * Add model slug to modal * Add fine tunes to schema * Remove dataset routers * Remove more dataset-specific code * Remove more data code * Fix horizontal scroll bar jumping * Add fine tunes page * Actually create the fine tune entry * Add beta modal * Require beta for fine tunes and request logs * Send user to waitlist link * control beta features in .env variable * Combine migration files * Show beta features in app shell * Clear selected log ids last when closing fine tune modal * Remove ModalCloseButton from BetaModal * Remove unused import * Change timestamps to camelCase
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@@ -0,0 +1,48 @@
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/*
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Warnings:
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- You are about to drop the column `input` on the `DatasetEntry` table. All the data in the column will be lost.
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- You are about to drop the column `output` on the `DatasetEntry` table. All the data in the column will be lost.
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- Added the required column `loggedCallId` to the `DatasetEntry` table without a default value. This is not possible if the table is not empty.
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*/
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-- AlterTable
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ALTER TABLE "DatasetEntry" DROP COLUMN "input",
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DROP COLUMN "output",
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ADD COLUMN "loggedCallId" UUID NOT NULL;
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-- AddForeignKey
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ALTER TABLE "DatasetEntry" ADD CONSTRAINT "DatasetEntry_loggedCallId_fkey" FOREIGN KEY ("loggedCallId") REFERENCES "LoggedCall"("id") ON DELETE CASCADE ON UPDATE CASCADE;
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-- AlterTable
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ALTER TABLE "LoggedCallModelResponse" ALTER COLUMN "cost" SET DATA TYPE DOUBLE PRECISION;
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-- CreateEnum
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CREATE TYPE "FineTuneStatus" AS ENUM ('PENDING', 'TRAINING', 'AWAITING_DEPLOYMENT', 'DEPLOYING', 'DEPLOYED', 'ERROR');
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-- CreateTable
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CREATE TABLE "FineTune" (
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"id" UUID NOT NULL,
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"slug" TEXT NOT NULL,
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"baseModel" TEXT NOT NULL,
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"status" "FineTuneStatus" NOT NULL DEFAULT 'PENDING',
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"trainingStartedAt" TIMESTAMP(3),
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"trainingFinishedAt" TIMESTAMP(3),
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"deploymentStartedAt" TIMESTAMP(3),
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"deploymentFinishedAt" TIMESTAMP(3),
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"datasetId" UUID NOT NULL,
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"projectId" UUID NOT NULL,
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"createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
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"updatedAt" TIMESTAMP(3) NOT NULL,
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CONSTRAINT "FineTune_pkey" PRIMARY KEY ("id")
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);
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-- CreateIndex
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CREATE UNIQUE INDEX "FineTune_slug_key" ON "FineTune"("slug");
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-- AddForeignKey
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ALTER TABLE "FineTune" ADD CONSTRAINT "FineTune_datasetId_fkey" FOREIGN KEY ("datasetId") REFERENCES "Dataset"("id") ON DELETE CASCADE ON UPDATE CASCADE;
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-- AddForeignKey
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ALTER TABLE "FineTune" ADD CONSTRAINT "FineTune_projectId_fkey" FOREIGN KEY ("projectId") REFERENCES "Project"("id") ON DELETE CASCADE ON UPDATE CASCADE;
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@@ -181,6 +181,7 @@ model Dataset {
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name String
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datasetEntries DatasetEntry[]
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fineTunes FineTune[]
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projectId String @db.Uuid
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project Project @relation(fields: [projectId], references: [id], onDelete: Cascade)
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@@ -192,8 +193,8 @@ model Dataset {
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model DatasetEntry {
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id String @id @default(uuid()) @db.Uuid
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input String
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output String?
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loggedCallId String @db.Uuid
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loggedCall LoggedCall @relation(fields: [loggedCallId], references: [id], onDelete: Cascade)
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datasetId String @db.Uuid
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dataset Dataset? @relation(fields: [datasetId], references: [id], onDelete: Cascade)
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@@ -216,6 +217,7 @@ model Project {
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experiments Experiment[]
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datasets Dataset[]
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loggedCalls LoggedCall[]
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fineTunes FineTune[]
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apiKeys ApiKey[]
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}
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@@ -276,8 +278,9 @@ model LoggedCall {
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projectId String @db.Uuid
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project Project? @relation(fields: [projectId], references: [id], onDelete: Cascade)
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model String?
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tags LoggedCallTag[]
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model String?
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tags LoggedCallTag[]
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datasetEntries DatasetEntry[]
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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@@ -312,7 +315,7 @@ model LoggedCallModelResponse {
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outputTokens Int?
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finishReason String?
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completionId String?
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cost Decimal? @db.Decimal(18, 12)
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cost Float?
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// The LoggedCall that created this LoggedCallModelResponse
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originalLoggedCallId String @unique @db.Uuid
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@@ -427,3 +430,33 @@ model VerificationToken {
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@@unique([identifier, token])
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}
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enum FineTuneStatus {
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PENDING
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TRAINING
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AWAITING_DEPLOYMENT
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DEPLOYING
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DEPLOYED
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ERROR
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}
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model FineTune {
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id String @id @default(uuid()) @db.Uuid
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slug String @unique
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baseModel String
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status FineTuneStatus @default(PENDING)
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trainingStartedAt DateTime?
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trainingFinishedAt DateTime?
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deploymentStartedAt DateTime?
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deploymentFinishedAt DateTime?
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datasetId String @db.Uuid
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dataset Dataset @relation(fields: [datasetId], references: [id], onDelete: Cascade)
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projectId String @db.Uuid
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project Project @relation(fields: [projectId], references: [id], onDelete: Cascade)
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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}
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