ipex-llm/docker/llm/finetune/qlora/cpu/kubernetes/values.yaml
Heyang Sun 74fd7077a2 [LLM] Multi-process and distributed QLoRA on CPU platform (#9491)
* [LLM] Multi-process and distributed QLoRA on CPU platform

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* enable llm-init and bind to socket

* refine

* Update Dockerfile

* add all files of qlora cpu example to /bigdl

* fix

* fix k8s

* Update bigdl-qlora-finetuing-entrypoint.sh

* Update bigdl-qlora-finetuing-entrypoint.sh

* Update bigdl-qlora-finetuning-job.yaml

* fix train sync and performance issues

* add node affinity

* disable user to tune cpu per pod

* Update bigdl-qlora-finetuning-job.yaml
2023-12-01 13:47:19 +08:00

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YAML

imageName: intelanalytics/bigdl-llm-finetune-qlora-cpu:2.5.0-SNAPSHOT
trainerNum: 2
microBatchSize: 8
nfsServerIp: your_nfs_server_ip
nfsPath: a_nfs_shared_folder_path_on_the_server
dataSubPath: alpaca_data_cleaned_archive.json # a subpath of the data file under nfs directory
modelSubPath: Llama-2-7b-chat-hf # a subpath of the model file (dir) under nfs directory
httpProxy: "your_http_proxy_like_http://xxx:xxxx_if_needed_else_empty"
httpsProxy: "your_https_proxy_like_http://xxx:xxxx_if_needed_else_empty"