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
This commit is contained in:
arcticfly
2023-08-23 16:13:21 -07:00
committed by GitHub
parent b58e0a8d54
commit f59150ff5b
32 changed files with 617 additions and 960 deletions

View File

@@ -0,0 +1,48 @@
/*
Warnings:
- You are about to drop the column `input` on the `DatasetEntry` table. All the data in the column will be lost.
- You are about to drop the column `output` on the `DatasetEntry` table. All the data in the column will be lost.
- Added the required column `loggedCallId` to the `DatasetEntry` table without a default value. This is not possible if the table is not empty.
*/
-- AlterTable
ALTER TABLE "DatasetEntry" DROP COLUMN "input",
DROP COLUMN "output",
ADD COLUMN "loggedCallId" UUID NOT NULL;
-- AddForeignKey
ALTER TABLE "DatasetEntry" ADD CONSTRAINT "DatasetEntry_loggedCallId_fkey" FOREIGN KEY ("loggedCallId") REFERENCES "LoggedCall"("id") ON DELETE CASCADE ON UPDATE CASCADE;
-- AlterTable
ALTER TABLE "LoggedCallModelResponse" ALTER COLUMN "cost" SET DATA TYPE DOUBLE PRECISION;
-- CreateEnum
CREATE TYPE "FineTuneStatus" AS ENUM ('PENDING', 'TRAINING', 'AWAITING_DEPLOYMENT', 'DEPLOYING', 'DEPLOYED', 'ERROR');
-- CreateTable
CREATE TABLE "FineTune" (
"id" UUID NOT NULL,
"slug" TEXT NOT NULL,
"baseModel" TEXT NOT NULL,
"status" "FineTuneStatus" NOT NULL DEFAULT 'PENDING',
"trainingStartedAt" TIMESTAMP(3),
"trainingFinishedAt" TIMESTAMP(3),
"deploymentStartedAt" TIMESTAMP(3),
"deploymentFinishedAt" TIMESTAMP(3),
"datasetId" UUID NOT NULL,
"projectId" UUID NOT NULL,
"createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
"updatedAt" TIMESTAMP(3) NOT NULL,
CONSTRAINT "FineTune_pkey" PRIMARY KEY ("id")
);
-- CreateIndex
CREATE UNIQUE INDEX "FineTune_slug_key" ON "FineTune"("slug");
-- AddForeignKey
ALTER TABLE "FineTune" ADD CONSTRAINT "FineTune_datasetId_fkey" FOREIGN KEY ("datasetId") REFERENCES "Dataset"("id") ON DELETE CASCADE ON UPDATE CASCADE;
-- AddForeignKey
ALTER TABLE "FineTune" ADD CONSTRAINT "FineTune_projectId_fkey" FOREIGN KEY ("projectId") REFERENCES "Project"("id") ON DELETE CASCADE ON UPDATE CASCADE;

View File

@@ -181,6 +181,7 @@ model Dataset {
name String
datasetEntries DatasetEntry[]
fineTunes FineTune[]
projectId String @db.Uuid
project Project @relation(fields: [projectId], references: [id], onDelete: Cascade)
@@ -192,8 +193,8 @@ model Dataset {
model DatasetEntry {
id String @id @default(uuid()) @db.Uuid
input String
output String?
loggedCallId String @db.Uuid
loggedCall LoggedCall @relation(fields: [loggedCallId], references: [id], onDelete: Cascade)
datasetId String @db.Uuid
dataset Dataset? @relation(fields: [datasetId], references: [id], onDelete: Cascade)
@@ -216,6 +217,7 @@ model Project {
experiments Experiment[]
datasets Dataset[]
loggedCalls LoggedCall[]
fineTunes FineTune[]
apiKeys ApiKey[]
}
@@ -276,8 +278,9 @@ model LoggedCall {
projectId String @db.Uuid
project Project? @relation(fields: [projectId], references: [id], onDelete: Cascade)
model String?
tags LoggedCallTag[]
model String?
tags LoggedCallTag[]
datasetEntries DatasetEntry[]
createdAt DateTime @default(now())
updatedAt DateTime @updatedAt
@@ -312,7 +315,7 @@ model LoggedCallModelResponse {
outputTokens Int?
finishReason String?
completionId String?
cost Decimal? @db.Decimal(18, 12)
cost Float?
// The LoggedCall that created this LoggedCallModelResponse
originalLoggedCallId String @unique @db.Uuid
@@ -427,3 +430,33 @@ model VerificationToken {
@@unique([identifier, token])
}
enum FineTuneStatus {
PENDING
TRAINING
AWAITING_DEPLOYMENT
DEPLOYING
DEPLOYED
ERROR
}
model FineTune {
id String @id @default(uuid()) @db.Uuid
slug String @unique
baseModel String
status FineTuneStatus @default(PENDING)
trainingStartedAt DateTime?
trainingFinishedAt DateTime?
deploymentStartedAt DateTime?
deploymentFinishedAt DateTime?
datasetId String @db.Uuid
dataset Dataset @relation(fields: [datasetId], references: [id], onDelete: Cascade)
projectId String @db.Uuid
project Project @relation(fields: [projectId], references: [id], onDelete: Cascade)
createdAt DateTime @default(now())
updatedAt DateTime @updatedAt
}