Delete raw_data/server
Browse files- raw_data/server/balanced_dataset/balanced_global_relationships.json +0 -1
- raw_data/server/final_dataset/server_dataset.json +0 -1
- raw_data/server/input_dataset/global_relationships.json +0 -1
- raw_data/server/training_config/dataset_config.yaml +0 -38
- raw_data/server/training_config/start.sh +0 -2
- raw_data/server/training_config/training_config.yaml +0 -70
raw_data/server/balanced_dataset/balanced_global_relationships.json
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[]
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raw_data/server/final_dataset/server_dataset.json
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[]
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raw_data/server/input_dataset/global_relationships.json
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[]
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raw_data/server/training_config/dataset_config.yaml
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{
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"0": {
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"data": {
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"root": "/work/projects/jiazhang/next_generation_ai/next_generation_ai/tool_demo/ramdisk_hf/raw_data/server/final_dataset",
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"type": "server_dataset.json@llm",
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"splits": [
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0.98,
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0.01,
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0.01
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],
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"splitter": "iid"
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}
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},
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"1": {
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"data": {
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"root": "/work/projects/jiazhang/next_generation_ai/next_generation_ai/tool_demo/ramdisk_hf/raw_data/client_1/final_dataset",
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"type": "client_1_dataset.json@llm",
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"splits": [
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0.98,
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0.01,
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0.01
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],
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"splitter": "iid"
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}
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},
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"2": {
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"data": {
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"root": "/work/projects/jiazhang/next_generation_ai/next_generation_ai/tool_demo/ramdisk_hf/raw_data/client_2/final_dataset",
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"type": "client_2_dataset.json@llm",
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"splits": [
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0.98,
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0.01,
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0.01
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],
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"splitter": "iid"
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}
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}
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}
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raw_data/server/training_config/start.sh
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#!/bin/bash
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python FederatedScope/federatedscope/main.py --cfg ramdisk_hf/raw_data/server/training_config/training_config.yaml --client_cfg ramdisk_hf/raw_data/server/training_config/dataset_config.yaml --ckpt_path ckpt
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raw_data/server/training_config/training_config.yaml
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{
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"use_gpu": true,
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"device": 0,
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"early_stop": {
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"patience": 0
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},
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"federate": {
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"mode": "standalone",
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"client_num": 2,
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"total_round_num": 3,
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"save_to": "llama3.ckpt"
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},
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"data": {
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"root": "https://huggingface.co/datasets/Annie0430/test_fileIO",
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"type": "custom_llm",
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"splits": [
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0.98,
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0.01,
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0.01
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],
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"splitter": "iid"
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},
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"llm": {
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"tok_len": 1000,
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"chat": {
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"max_len": 2000
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},
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"adapter": {
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"use": true,
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"args": [
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{
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"adapter_package": "peft",
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"adapter_method": "lora",
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"r": 8,
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"lora_alpha": 16,
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"lora_dropout": 0.05
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}
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]
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}
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},
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"dataloader": {
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"batch_size": 1
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},
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"model": {
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"type": "meta-llama/Llama-3.1-8B-Instruct@huggingface_llm"
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},
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"train": {
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"local_update_steps": 3,
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"batch_or_epoch": "batch",
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"optimizer": {
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"lr": 0.0003,
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"weight_decay": 0.0
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},
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"is_enable_half": true
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},
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"criterion": {
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"type": "CrossEntropyLoss"
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},
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"trainer": {
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"type": "llmtrainer"
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},
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"eval": {
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"freq": 50,
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"metrics": [
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"loss"
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],
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"count_flops": false,
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"best_res_update_round_wise_key": "test_avg_loss"
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}
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}
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