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enable moe for FT
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Anubha Jain committed Sep 17, 2024
1 parent f1312fd commit ae65aec
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Showing 2 changed files with 18 additions and 2 deletions.
3 changes: 3 additions & 0 deletions assets/models/system/phi-3.5-mini-128k-instruct/spec.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -34,6 +34,9 @@ tags:
author: microsoft
SharedComputeCapacityEnabled : ""
hiddenlayerscanned : ""
maas-finetuning: true
maas-finetuning-offer: true
maas-finetuning-regions: eastus2
_aml_system_vanity_registry: "azureml-phi"
inference_compute_allow_list:
[
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17 changes: 15 additions & 2 deletions assets/models/system/phi-3.5-moe-128k-instruct/spec.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,9 @@ properties:
languages: en
inference-min-sku-spec: 48|2|440|128
inference-recommended-sku: Standard_NC48ads_A100_v4, Standard_NC96ads_A100_v4, Standard_ND96amsr_A100_v4
finetuning-tasks: chat-completion
finetune-min-sku-spec: 24|1|220|64
finetune-recommended-sku: Standard_NC24ads_A100_v4, Standard_NC48ads_A100_v4, Standard_NC96ads_A100_v4, Standard_ND96amsr_A100_v4
tags:
freePlayground: "false"
displayName: "Phi-3.5 MoE instruct (128k)"
Expand All @@ -27,18 +30,28 @@ tags:
author: microsoft
SharedComputeCapacityEnabled : ""
hiddenlayerscanned : ""
maas-finetuning: true
maas-finetuning-offer: true
maas-finetuning-regions: eastus2
_aml_system_vanity_registry: "azureml-phi"
inference_compute_allow_list:
[
Standard_NC48ads_A100_v4,
Standard_ND96amsr_A100_v4,
Standard_NC96ads_A100_v4
]
finetune_compute_allow_list:
[
Standard_NC24ads_A100_v4,
Standard_NC48ads_A100_v4,
Standard_NC96ads_A100_v4,
Standard_ND96amsr_A100_v4
]
inference_supported_envs:
- vllm
model_specific_defaults:
apply_deepspeed: "true"
deepspeed_stage: 2
deepspeed_stage: 3
apply_lora: "true"
apply_ort: "false"
precision: 16
Expand All @@ -52,4 +65,4 @@ tags:
logging_strategy: "steps"
logging_steps: 10
save_total_limit: 1
version: 2
version: 3

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