firectl training-shape create [flags]
Examples
firectl training-shape create --base-model llama-v2-7b --deployment-shape-version accounts/fireworks/deploymentShapes/rft-qwen3-4b/versions/ra6uiv8w --trainer-image-tag 0.24.10
firectl training-shape create --base-model accounts/fireworks/models/llama-v2-7b --deployment-shape-version accounts/fireworks/deploymentShapes/my-shape/versions/v1 --trainer-image-tag 0.24.10 --accelerator-count 8 --max-context-length 4096 --node-count 1
firectl training-shape create --base-model qwen3-30b-a3b-instruct --deployment-shape-version accounts/fireworks/deploymentShapes/rft-qwen3-30b/versions/v1 --trainer-image-tag 0.32.9 --trainer-mode forward_only --tp 2 --pp 1 --accelerator-type NVIDIA_H200_141GB
Flags
--accelerator-count int32 Number of accelerators
--accelerator-type string Accelerator type (e.g. NVIDIA_H200_141GB, NVIDIA_H100_80GB, NVIDIA_A100_80GB)
--base-model string Base model name or ID (required)
--cp int32 Context-parallel degree (default server-side 1)
--deployment-shape-version string Validated deployment shape version resource name (required)
--description string Description of the training shape
--display-name string Human-readable display name
--dry-run Print the request proto without running it.
--ep int32 Expert-parallel degree (default server-side 1)
-h, --help help for create
--max-context-length int32 Max supported context length
--node-count int32 Node count for multi-node training (default 1)
-o, --output Output Set the output format to "text", "json", or "flag". (default text)
--pp int32 Pipeline-parallel degree (default server-side 1)
--sequence-parallel Enable sequence parallelism
--tp int32 Tensor-parallel degree (default server-side 1)
--trainer-image-tag string Validated trainer runtime image tag (required)
--trainer-mode string Trainer mode: policy_trainer, forward_only, or lora_trainer
--training-shape-id string Training shape ID (optional, auto-generated if not set)
Global flags
-a, --account-id string The Fireworks account ID. If not specified, reads account_id from ~/.fireworks/auth.ini.
--api-key string An API key used to authenticate with Fireworks.
-p, --profile string fireworks auth and settings profile to use.