chore: remove unused configuration files after refactoring

Delete accelerate configs, deepspeed config and host file that are no longer needed

finetune/accelerate_config_machine_multi.yaml

@@ -1,26 +0,0 @@
-compute_environment: LOCAL_MACHINE
-debug: true
-deepspeed_config:
-  deepspeed_hostfile: hostfile.txt
-  deepspeed_multinode_launcher: pdsh
-  gradient_accumulation_steps: 1
-  gradient_clipping: 1.0
-  offload_optimizer_device: none
-  offload_param_device: none
-  zero3_init_flag: true
-  zero_stage: 3
-distributed_type: DEEPSPEED
-downcast_bf16: 'yes'
-enable_cpu_affinity: true
-main_process_ip: 10.250.128.19
-main_process_port: 12355
-main_training_function: main
-mixed_precision: bf16
-num_machines: 4
-num_processes: 32
-rdzv_backend: static
-same_network: true
-tpu_env: []
-tpu_use_cluster: false
-tpu_use_sudo: false
-use_cpu: false

finetune/accelerate_config_machine_single.yaml

@@ -1,20 +0,0 @@
-compute_environment: LOCAL_MACHINE
-gpu_ids: "0"
-debug: false
-deepspeed_config:
-  deepspeed_config_file: ds_config.json
-  zero3_init_flag: false
-distributed_type: DEEPSPEED
-downcast_bf16: 'no'
-enable_cpu_affinity: false
-machine_rank: 0
-main_training_function: main
-dynamo_backend: 'no'
-num_machines: 1
-num_processes: 1
-rdzv_backend: static
-same_network: true
-tpu_env: []
-tpu_use_cluster: false
-tpu_use_sudo: false
-use_cpu: false

finetune/ds_config.json

@@ -1,20 +0,0 @@
-{
-  "scheduler": {
-    "type": "WarmupDecayLR",
-    "params": {
-        "warmup_min_lr": "auto",
-        "warmup_max_lr": "auto",
-        "warmup_num_steps": "auto",
-        "total_num_steps": "auto"
-    }
-  },
-  "zero_optimization": {
-      "stage": 2,
-      "allgather_partitions": true,
-      "allgather_bucket_size": 2e8,
-      "overlap_comm": true,
-      "reduce_scatter": true,
-      "reduce_bucket_size": 1e8,
-      "contiguous_gradients": true
-  }
-}

finetune/hostfile.txt

@@ -1,2 +0,0 @@
-node1 slots=8
-node2 slots=8