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@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 wandb/run-20250331_180548-xid0f47f/run-xid0f47f.wandb filter=lfs diff=lfs merge=lfs -text
 wandb/run-20250329_055156-k1abll4c/run-k1abll4c.wandb filter=lfs diff=lfs merge=lfs -text
 wandb/run-20250330_120229-onfejhxh/run-onfejhxh.wandb filter=lfs diff=lfs merge=lfs -text
+wandb/run-20250401_113714-csgd5etr/run-csgd5etr.wandb filter=lfs diff=lfs merge=lfs -text

arguments.yaml

@@ -1,37 +1,34 @@
 data_cfgs:
   eval_data_files: {}
   eval_datasets: {}
-  eval_name: {}
   eval_optional_args: []
   eval_size: {}
   eval_split: {}
   eval_subset: {}
   eval_template: {}
-  load_multi_datasets: false
   train_data_files: {}
-  train_datasets: /aifs4su/yaodong/hantao/datasets/MMInstruct-GPT4V_mistral-7b_cosi_cut/merged/top1-40
+  train_datasets: /aifs4su/yaodong/hantao/datasets/AA_preference_vicuna-7b_cosi_cut/merged/top1-40
   train_name: text-image-to-text
   train_optional_args: []
   train_size: {}
   train_split: train
-  train_template: MM_TI2T_LLAVA
+  train_template: AA_TI2T_LLAVA
 logger_cfgs:
   cache_dir: {}
   log_project: align-anything
-  log_run_name: sft
+  log_run_name: dpo
   log_type: wandb
-  output_dir: ../outputs/LLAVA_7B_cosi/top1-40
-  save_total_limit: 6
+  output_dir: ../outputs/llava_1.6_vicuna_7B_cosi/top1-40
+  save_total_limit: 3
 model_cfgs:
   model_max_length: 4096
-  model_name_or_path: /aifs4su/yaodong/hantao/models/llava-v1.6-mistral-7b-hf
+  model_name_or_path: /aifs4su/yaodong/hantao/models/llava-v1.6-vicuna-7b-hf
   trust_remote_code: true
 special_tokens: {}
 train_cfgs:
   adam_betas:
   - 0.9
   - 0.95
-  adam_epsilon: 1.0e-08
   bf16: true
   ds_cfgs: ds_z3_config.json
   epochs: 3
@@ -41,15 +38,16 @@ train_cfgs:
   freeze_language_model: false
   freeze_mm_proj: false
   freeze_vision_tower: true
-  gradient_accumulation_steps: 16
+  gradient_accumulation_steps: 1
   gradient_checkpointing: true
-  learning_rate: 2.0e-05
+  learning_rate: 1.0e-06
   load_checkpoint: false
   lr_scheduler_type: cosine
   lr_warmup_ratio: 0.03
-  max_grad_norm: 1.0
   per_device_eval_batch_size: 1
   per_device_train_batch_size: 1
+  regularization: 0.001
   save_checkpoint: false
+  scale_coeff: 0.1
   seed: 42
   weight_decay: 0.0

environ.txt

@@ -81,13 +81,16 @@ BASH_FUNC_switchml%%=() {  typeset swfound=1;
  return 1;
  fi
 }
+BROWSER=/home/yangyaodong/.vscode-server/cli/servers/Stable-e54c774e0add60467559eb0d1e229c6452cf8447/server/bin/helpers/browser.sh
 BUILD=x86_64-conda-linux-gnu
+BUNDLED_DEBUGPY_PATH=/home/yangyaodong/.vscode-server/extensions/ms-python.debugpy-2025.0.1-linux-x64/bundled/libs/debugpy
 CC=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-cc
 CC_FOR_BUILD=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-cc
 CFLAGS=-march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -fno-plt -O2 -ffunction-sections -pipe -isystem /aifs4su/yaodong/miniconda3/envs/hantao_llama/include  -I/aifs4su/yaodong/miniconda3/envs/hantao_llama/targets/x86_64-linux/include  -L/aifs4su/yaodong/miniconda3/envs/hantao_llama/targets/x86_64-linux/lib -L/aifs4su/yaodong/miniconda3/envs/hantao_llama/targets/x86_64-linux/lib/stubs
 CMAKE_ARGS=-DCMAKE_AR=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-ar -DCMAKE_RANLIB=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-ranlib -DCMAKE_LINKER=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-ld -DCMAKE_STRIP=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-strip -DCMAKE_BUILD_TYPE=Release
 CMAKE_PREFIX_PATH=/aifs4su/yaodong/miniconda3/envs/hantao_llama:/aifs4su/yaodong/miniconda3/envs/hantao_llama/x86_64-conda-linux-gnu/sysroot/usr
 CMD_WLM_CLUSTER_NAME=slurm
+COLORTERM=truecolor
 CONDA_BUILD_SYSROOT=/aifs4su/yaodong/miniconda3/envs/hantao_llama/x86_64-conda-linux-gnu/sysroot
 CONDA_DEFAULT_ENV=hantao_llama
 CONDA_EXE=/aifs4su/yaodong/miniconda3/bin/conda
@@ -109,6 +112,7 @@ CXXFILT=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu
 CXXFLAGS=-fvisibility-inlines-hidden -std=c++17 -fmessage-length=0 -march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -fno-plt -O2 -ffunction-sections -pipe -isystem /aifs4su/yaodong/miniconda3/envs/hantao_llama/include  -I/aifs4su/yaodong/miniconda3/envs/hantao_llama/targets/x86_64-linux/include  -L/aifs4su/yaodong/miniconda3/envs/hantao_llama/targets/x86_64-linux/lib -L/aifs4su/yaodong/miniconda3/envs/hantao_llama/targets/x86_64-linux/lib/stubs
 CXX_FOR_BUILD=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-c++
 DBUS_SESSION_BUS_ADDRESS=unix:path=/run/user/1028/bus
+DEBUGPY_ADAPTER_ENDPOINTS=/home/yangyaodong/.vscode-server/extensions/ms-python.debugpy-2025.0.1-linux-x64/.noConfigDebugAdapterEndpoints/endpoint-cf2a8fd1c0b5bb2d.txt
 DEBUG_CFLAGS=-march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-all -fno-plt -Og -g -Wall -Wextra -fvar-tracking-assignments -ffunction-sections -pipe -isystem /aifs4su/yaodong/miniconda3/envs/hantao_llama/include
 DEBUG_CPPFLAGS=-D_DEBUG -D_FORTIFY_SOURCE=2 -Og -isystem /aifs4su/yaodong/miniconda3/envs/hantao_llama/include
 DEBUG_CXXFLAGS=-fvisibility-inlines-hidden -std=c++17 -fmessage-length=0 -march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-all -fno-plt -Og -g -Wall -Wextra -fvar-tracking-assignments -ffunction-sections -pipe -isystem /aifs4su/yaodong/miniconda3/envs/hantao_llama/include
@@ -118,6 +122,7 @@ GCC=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-gcc
 GCC_AR=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-gcc-ar
 GCC_NM=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-gcc-nm
 GCC_RANLIB=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-gcc-ranlib
+GIT_ASKPASS=/home/yangyaodong/.vscode-server/cli/servers/Stable-e54c774e0add60467559eb0d1e229c6452cf8447/server/extensions/git/dist/askpass.sh
 GPROF=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-gprof
 GSETTINGS_SCHEMA_DIR=/aifs4su/yaodong/miniconda3/envs/hantao_llama/share/glib-2.0/schemas
 GSETTINGS_SCHEMA_DIR_CONDA_BACKUP=
@@ -151,12 +156,11 @@ LS_COLORS=rs=0:di=01;34:ln=01;36:mh=00:pi=40;33:so=01;35:do=01;35:bd=40;33;01:cd
 MANPATH=/usr/mpi/gcc/openmpi-4.1.7a1/share/man:/cm/shared/apps/slurm/current/man:/cm/local/apps/environment-modules/4.5.3/share/man:/usr/local/man:/usr/local/share/man:/usr/share/man:/cm/local/apps/environment-modules/current/share/man:/cm/local/apps/environment-modules/current/share/man
 MANPATH_modshare=/usr/local/share/man:1:/usr/mpi/gcc/openmpi-4.1.7a1/share/man:1:/cm/local/apps/environment-modules/current/share/man:1:/cm/local/apps/environment-modules/4.5.3/share/man:1:/usr/local/man:1:/usr/share/man:1:/cm/shared/apps/slurm/current/man:1
 MASTER_ADDR=127.0.0.1
-MASTER_PORT=46590
+MASTER_PORT=19730
 MIG_PARTED_CHECKPOINT_FILE=/var/lib/nvidia-mig-manager/checkpoint.json
 MIG_PARTED_CONFIG_FILE=/etc/nvidia-mig-manager/config.yaml
 MIG_PARTED_HOOKS_FILE=/etc/nvidia-mig-manager/hooks.yaml
 MODULEPATH=/cm/local/modulefiles:/cm/shared/modulefiles
-MODULEPATH_modshare=/cm/local/modulefiles:1:/cm/shared/modulefiles:3
 MODULESHOME=/cm/local/apps/environment-modules/4.5.3
 MODULES_CMD=/cm/local/apps/environment-modules/4.5.3/libexec/modulecmd.tcl
 MODULES_SET_SHELL_STARTUP=0
@@ -170,38 +174,43 @@ NVITOP_MONITOR_MODE=colorful
 OBJCOPY=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-objcopy
 OBJDUMP=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-objdump
 OLDPWD=/home/yangyaodong
-PATH=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin:/aifs4su/yaodong/miniconda3/condabin:/usr/mpi/gcc/openmpi-4.1.7a1/bin:/usr/lpp/mmfs/bin:/usr/local/cuda/bin:/opt/bin:/usr/lpp/mmfs/bin:/cm/shared/apps/slurm/current/sbin:/cm/shared/apps/slurm/current/bin:/usr/local/cuda/bin:/opt/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin:/sbin:/usr/sbin:/cm/local/apps/environment-modules/4.5.3/bin
-PATH_modshare=/usr/mpi/gcc/openmpi-4.1.7a1/bin:1:/opt/bin/:1:/usr/bin:1:/usr/local/bin:1:/cm/shared/apps/slurm/current/bin:1:/cm/shared/apps/slurm/current/sbin:1:/bin:1:/snap/bin:1:/sbin:1:/usr/sbin:1:/cm/local/apps/environment-modules/4.5.3/bin:1:/usr/games:1:/usr/local/sbin:1:/usr/lpp/mmfs/bin:1:/usr/local/cuda/bin:1:/usr/local/games:1
+PATH=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin:/usr/lpp/mmfs/bin:/usr/local/cuda/bin:/opt/bin:/usr/lpp/mmfs/bin:/cm/shared/apps/slurm/current/sbin:/cm/shared/apps/slurm/current/bin:/usr/local/cuda/bin:/opt/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin:/sbin:/usr/sbin:/cm/local/apps/environment-modules/4.5.3/bin
+PATH_modshare=/usr/mpi/gcc/openmpi-4.1.7a1/bin:1:/opt/bin/:1:/usr/bin:1:/usr/local/bin:1:/cm/shared/apps/slurm/current/bin:1:/home/yangyaodong/.vscode-server/cli/servers/Stable-e54c774e0add60467559eb0d1e229c6452cf8447/server/bin/remote-cli:1:/cm/shared/apps/slurm/current/sbin:1:/bin:1:/snap/bin:1:/sbin:1:/home/yangyaodong/.vscode-server/data/User/globalStorage/github.copilot-chat/debugCommand:1:/home/yangyaodong/.vscode-server/extensions/ms-python.debugpy-2025.0.1-linux-x64/bundled/scripts/noConfigScripts:1:/usr/sbin:1:/usr/games:1:/cm/local/apps/environment-modules/4.5.3/bin:1:/usr/local/sbin:1:/usr/lpp/mmfs/bin:1:/usr/local/cuda/bin:1:/usr/local/games:1
 PWD=/aifs4su/yaodong/hantao/align-anything/scripts
+PYDEVD_DISABLE_FILE_VALIDATION=1
 PYTHONHASHSEED=42
-PYTHONPATH=/aifs4su/yaodong/hantao/align-anything/scripts
-QT_QPA_FONTDIR=/aifs4su/yaodong/miniconda3/envs/hantao_llama/lib/python3.11/site-packages/cv2/qt/fonts
-QT_QPA_PLATFORM_PLUGIN_PATH=/aifs4su/yaodong/miniconda3/envs/hantao_llama/lib/python3.11/site-packages/cv2/qt/plugins
+PYTHONPATH=/aifs4su/yaodong/hantao/align-anything/scripts:/aifs4su/yaodong/hantao/align-anything/scripts
 RANK=0
 RANLIB=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-ranlib
 READELF=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-readelf
 SHELL=/bin/bash
-SHLVL=3
+SHLVL=4
 SIZE=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-size
 SLURM_CONF=/cm/shared/apps/slurm/var/etc/slurm/slurm.conf
-SSH_CLIENT=10.33.4.51 34180 22
-SSH_CONNECTION=10.33.4.51 34180 10.33.4.231 22
-SSH_TTY=/dev/pts/8
+SSH_CLIENT=10.33.4.51 46666 22
+SSH_CONNECTION=10.33.4.230 40638 10.33.4.213 22
+SSL_CERT_DIR=/usr/lib/ssl/certs
+SSL_CERT_FILE=/usr/lib/ssl/certs/ca-certificates.crt
 STRINGS=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-strings
 STRIP=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/x86_64-conda-linux-gnu-strip
 TERM=screen
 TERM_PROGRAM=tmux
 TERM_PROGRAM_VERSION=3.2a
-TMUX=/tmp/tmux-1028/default,1588807,0
-TMUX_PANE=%0
+TMUX=/tmp/tmux-1028/default,2296743,10
+TMUX_PANE=%25
 USER=yangyaodong
+VSCODE_GIT_ASKPASS_EXTRA_ARGS=
+VSCODE_GIT_ASKPASS_MAIN=/home/yangyaodong/.vscode-server/cli/servers/Stable-e54c774e0add60467559eb0d1e229c6452cf8447/server/extensions/git/dist/askpass-main.js
+VSCODE_GIT_ASKPASS_NODE=/home/yangyaodong/.vscode-server/cli/servers/Stable-e54c774e0add60467559eb0d1e229c6452cf8447/server/node
+VSCODE_GIT_IPC_HANDLE=/run/user/1028/vscode-git-bbbbf321f6.sock
+VSCODE_IPC_HOOK_CLI=/run/user/1028/vscode-ipc-e2edf668-dca9-4331-a6ac-7d4507f653ce.sock
 WANDB_API_KEY=7e2dcc0c310ebcb7cdcafd5e9320d6be55cf1a33
-WANDB_SERVICE=2-1593022-tcp-localhost-46867
+WANDB_SERVICE=2-618398-tcp-localhost-37095
 WORLD_SIZE=8
 XDG_DATA_DIRS=/usr/local/share:/usr/share:/var/lib/snapd/desktop
 XDG_RUNTIME_DIR=/run/user/1028
 XDG_SESSION_CLASS=user
-XDG_SESSION_ID=1733
+XDG_SESSION_ID=43255
 XDG_SESSION_TYPE=tty
 ZERO_STAGE=3
 _=/aifs4su/yaodong/miniconda3/envs/hantao_llama/bin/deepspeed

script.sh

@@ -15,35 +15,37 @@
 # limitations under the License.
 # ==============================================================================
 
-DATASETS_NAME=("top1-40")
+DATASETS_NAME=("top1-20" "top1-40")
 
-MODEL_NAME_OR_PATH="/aifs4su/yaodong/hantao/models/llava-v1.6-mistral-7b-hf" # model path
+MODEL_NAME_OR_PATH="/aifs4su/yaodong/hantao/models/llava-v1.6-vicuna-7b-hf" # model path
 
-for DATASET_NAME in "${DATASETS_NAME[@]}"; do
-    TRAIN_DATASETS="/aifs4su/yaodong/hantao/datasets/MMInstruct-GPT4V_mistral-7b_cosi_cut/merged/${DATASET_NAME}" # dataset path
-    TRAIN_TEMPLATE="MM_TI2T_LLAVA" # dataset template
+# HOSTFILE="/aifs4su/yaodong/hantao/align-anything/scripts/.hostfile"
+
+for DATASET_NAME in ${DATASETS_NAME[@]}; do
+    TRAIN_DATASETS="/aifs4su/yaodong/hantao/datasets/AA_preference_vicuna-7b_cosi_cut/merged/${DATASET_NAME}" # dataset path
+    TRAIN_TEMPLATE="AA_TI2T_LLAVA" # dataset template
     TRAIN_NAME="text-image-to-text" # dataset name
     TRAIN_SPLIT="train" # split the dataset
 
-    OUTPUT_DIR="../outputs/LLAVA_7B_cosi/${DATASET_NAME}" # output dir
-
-     # For wandb online logging
-     export WANDB_API_KEY="7e2dcc0c310ebcb7cdcafd5e9320d6be55cf1a33"
-
-     # Source the setup script
-     source ./setup.sh
-
-     # Execute deepspeed command
-     deepspeed \
-          --master_port ${MASTER_PORT} \
-          --module align_anything.trainers.text_image_to_text.sft \
-          --model_name_or_path ${MODEL_NAME_OR_PATH} \
-          --train_datasets ${TRAIN_DATASETS} \
-          --train_template ${TRAIN_TEMPLATE} \
-          --train_split ${TRAIN_SPLIT} \
-          --train_name ${TRAIN_NAME} \
-          --output_dir ${OUTPUT_DIR} \
-          --save_total_limit 6 \
-          --train_batch_size 16 \
-          --epochs 3
+    OUTPUT_DIR="../outputs/llava_1.6_vicuna_7B_cosi/${DATASET_NAME}" # output dir
+
+    # For wandb online logging
+    export WANDB_API_KEY="7e2dcc0c310ebcb7cdcafd5e9320d6be55cf1a33"
+
+    # Source the setup script
+    source ./setup.sh
+
+    # Execute deepspeed command
+    deepspeed \
+        --master_port ${MASTER_PORT} \
+        --module align_anything.trainers.text_image_to_text.dpo \
+        --model_name_or_path ${MODEL_NAME_OR_PATH} \
+        --train_datasets ${TRAIN_DATASETS} \
+        --train_template ${TRAIN_TEMPLATE} \
+        --train_split ${TRAIN_SPLIT} \
+        --train_name ${TRAIN_NAME} \
+        --output_dir ${OUTPUT_DIR} \
+        --save_total_limit 3 \
+        --train_batch_size 8 \
+        --epochs 3
 done

slice_1945/added_tokens.json

@@ -0,0 +1,3 @@
+{
+  "<image>": 32000
+}

slice_1945/chat_template.json

@@ -0,0 +1,3 @@
+{
+  "chat_template": "{% for message in messages %}{% if message['role'] != 'system' %}{{ message['role'].upper() + ': '}}{% endif %}{# Render all images first #}{% for content in message['content'] | selectattr('type', 'equalto', 'image') %}{{ '<image>\n' }}{% endfor %}{# Render all text next #}{% if message['role'] != 'assistant' %}{% for content in message['content'] | selectattr('type', 'equalto', 'text') %}{{ content['text'] + ' '}}{% endfor %}{% else %}{% for content in message['content'] | selectattr('type', 'equalto', 'text') %}{% generation %}{{ content['text'] + ' '}}{% endgeneration %}{% endfor %}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ 'ASSISTANT:' }}{% endif %}"
+}

slice_1945/config.json

@@ -0,0 +1,89 @@
+{
+  "_attn_implementation_autoset": true,
+  "architectures": [
+    "LlavaNextForConditionalGeneration"
+  ],
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "ignore_index": -100,
+  "image_grid_pinpoints": [
+    [
+      336,
+      672
+    ],
+    [
+      672,
+      336
+    ],
+    [
+      672,
+      672
+    ],
+    [
+      1008,
+      336
+    ],
+    [
+      336,
+      1008
+    ]
+  ],
+  "image_seq_length": 576,
+  "image_token_index": 32000,
+  "model_type": "llava_next",
+  "multimodal_projector_bias": true,
+  "pad_token_id": 0,
+  "projector_hidden_act": "gelu",
+  "text_config": {
+    "_name_or_path": "lmsys/vicuna-7b-v1.5",
+    "architectures": [
+      "LlamaForCausalLM"
+    ],
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 4096,
+    "initializer_range": 0.02,
+    "intermediate_size": 11008,
+    "max_position_embeddings": 4096,
+    "mlp_bias": false,
+    "model_type": "llama",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 32,
+    "num_key_value_heads": 32,
+    "pad_token_id": 0,
+    "pretraining_tp": 1,
+    "rms_norm_eps": 1e-05,
+    "rope_scaling": null,
+    "rope_theta": 10000.0,
+    "torch_dtype": "bfloat16",
+    "use_cache": true,
+    "vocab_size": 32064
+  },
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.50.0",
+  "use_image_newline_parameter": true,
+  "vision_config": {
+    "attention_dropout": 0.0,
+    "hidden_act": "quick_gelu",
+    "hidden_size": 1024,
+    "image_size": 336,
+    "initializer_factor": 1.0,
+    "initializer_range": 0.02,
+    "intermediate_size": 4096,
+    "layer_norm_eps": 1e-05,
+    "model_type": "clip_vision_model",
+    "num_attention_heads": 16,
+    "num_channels": 3,
+    "num_hidden_layers": 24,
+    "patch_size": 14,
+    "projection_dim": 768,
+    "torch_dtype": "bfloat16",
+    "vocab_size": 32000
+  },
+  "vision_feature_layer": -2,
+  "vision_feature_select_strategy": "default",
+  "vocab_size": 32064
+}

slice_1945/preprocessor_config.json

@@ -0,0 +1,52 @@
+{
+  "aspect_ratio_setting": "anyres",
+  "crop_size": {
+    "height": 336,
+    "width": 336
+  },
+  "do_center_crop": true,
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 Traceback (most recent call last):
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     self._on_finish()
@@ -44,4 +44,4 @@ Traceback (most recent call last):
   File "/aifs4su/yaodong/miniconda3/envs/hantao_llama/lib/python3.11/concurrent/futures/thread.py", line 169, in submit
     raise RuntimeError('cannot schedule new futures after '
 RuntimeError: cannot schedule new futures after interpreter shutdown
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wandb/run-20250401_113714-csgd5etr/files/config.yaml

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+        train_datasets: /aifs4su/yaodong/hantao/datasets/AA_preference_vicuna-7b_cosi_cut/merged/top1-40
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+        train_optional_args: []
+        train_split: train
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+logger_cfgs:
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+        log_type: wandb
+        output_dir: ../outputs/llava_1.6_vicuna_7B_cosi/top1-40
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+        trust_remote_code: true
+train_cfgs:
+    value:
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+        scale_coeff: 0.1
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wandb/run-20250401_113714-csgd5etr/files/requirements.txt

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