Data Service
v1.2.3
Fine-tuning and Batch Processing
- Added support for configurable
FINETUNE_STATUS_CHECK_INTERVAL
for provider fine-tuning status check operations. - Added support for configurable
BATCH_STATUS_CHECK_INTERVAL
for provider batch processing status check operations. - Both values should be in milliseconds. Minimum value is 10000 milliseconds.
- If not provided, will default to 10 seconds.
v1.2.2
Observability
- Added support for below Prometheus Counters
batch_count
batch_cost
batch_input_tokens
batch_total_tokens
batch_process_time
batch_success_row_count
batch_failure_row_count
batch_row_count
- With the below labels
provider
type
(provider/custom)
Fixes and Improvements
- Fixed issue with attributing incorrect created at time stamp for batch processing
- Including error source as
control plane
for control plane failures
v1.2.1
Data exports
- Added support for Data exports for hybrid deployments.
Fixes and Improvements
- Fixed issue with custom batches for small batch files
v1.1.4
Vertex Embeddings Batches Support
- Added support for
Vertex
batch embeddings.
Batch Processing Updates
- Included model information in log objects.
- Implemented custom batch processing output generations.
Internal POD to POD HTTPS Support
- Added support for internal POD to POD HTTPS communication.
- This can be enabled by mounting a volume with certificate and key.
TLS_KEY_PATH
andTLS_CERT_PATH
environment variables will be used to fetch the certificate and key from the volume.
v1.1.1
S3 Enhancements
- Made S3 bucket optional for Bedrock batches.
- Added S3 encryption header support for finetunes and batches.
- Implemented SSE file upload support.
Logging Improvements
- Added filtering for log exports.
- Implemented end limit for log export records.
Performance Optimizations
- Implemented internal memory cache for better performance.
v1.0.3
Vision Fine-tuning Support
- Added support for vision fine-tuning validation for OpenAI.
- Implemented S3 bucket support for fine-tunes.
AWS Integration Improvements
- Fixed assumed role handling for Bedrock fine-tuning dataset URLs.
- Improved S3 bucket path handling for Bedrock fine-tune operations.
- Achieved parity with Enterprise Gateway for data sources.