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.gitattributes

@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 wandb/run-20250331_174515-0lcg01si/run-0lcg01si.wandb filter=lfs diff=lfs merge=lfs -text
+wandb/run-20250329_013436-woy6qs03/run-woy6qs03.wandb filter=lfs diff=lfs merge=lfs -text

arguments.yaml

@@ -1,27 +1,29 @@
 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/AA_preference_cosi/val/merged/top1-20
+  train_datasets: /aifs4su/yaodong/hantao/datasets/MMInstruct-GPT4V_mistral-7b_cosi_cut/merged/top1-20
   train_name: text-image-to-text
   train_optional_args: []
   train_size: {}
   train_split: train
-  train_template: AA_TI2T_LLAVA
+  train_template: MM_TI2T_LLAVA
 logger_cfgs:
   cache_dir: {}
   log_project: align-anything
-  log_run_name: dpo
+  log_run_name: sft
   log_type: wandb
-  output_dir: ../outputs/llava_1.6_mistral_7b_val/top1-20
-  save_total_limit: 3
+  output_dir: ../outputs/LLAVA_7B_cosi/top1-20
+  save_total_limit: 6
 model_cfgs:
-  model_max_length: 4096
+  model_max_length: 2048
   model_name_or_path: /aifs4su/yaodong/hantao/models/llava-v1.6-mistral-7b-hf
   trust_remote_code: true
 special_tokens: {}
@@ -29,6 +31,7 @@ train_cfgs:
   adam_betas:
   - 0.9
   - 0.95
+  adam_epsilon: 1.0e-08
   bf16: true
   ds_cfgs: ds_z3_config.json
   epochs: 3
@@ -38,16 +41,15 @@ train_cfgs:
   freeze_language_model: false
   freeze_mm_proj: false
   freeze_vision_tower: true
-  gradient_accumulation_steps: 1
+  gradient_accumulation_steps: 16
   gradient_checkpointing: true
-  learning_rate: 1.0e-06
+  learning_rate: 2.0e-05
   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

@@ -192,7 +192,7 @@ 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=36456
+MASTER_PORT=55074
 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
@@ -209,12 +209,14 @@ NVCC_PREPEND_FLAGS_BACKUP= -ccbin=/aifs4su/yaodong/miniconda3/bin/x86_64-conda-l
 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=/aifs4su/yaodong/hantao/align-anything/scripts/llava
+OLDPWD=/aifs4su/yaodong/hantao/LLaMA-Factory
 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
 PWD=/aifs4su/yaodong/hantao/align-anything/scripts
 PYTHONHASHSEED=42
-PYTHONPATH=/aifs4su/yaodong/hantao/align-anything/scripts:/aifs4su/yaodong/hantao/align-anything/scripts
+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
 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
@@ -234,7 +236,7 @@ TMUX=/tmp/tmux-1028/default,2764504,18
 TMUX_PANE=%18
 USER=yangyaodong
 WANDB_API_KEY=7e2dcc0c310ebcb7cdcafd5e9320d6be55cf1a33
-WANDB_SERVICE=2-1830086-tcp-localhost-39699
+WANDB_SERVICE=2-125374-tcp-localhost-39903
 WORLD_SIZE=8
 XDG_DATA_DIRS=/usr/local/share:/usr/share:/var/lib/snapd/desktop
 XDG_RUNTIME_DIR=/run/user/1028

script.sh

@@ -15,38 +15,35 @@
 # limitations under the License.
 # ==============================================================================
 
-DATASETS_NAME=("top1-10" "top1-20" "top1-30" "top1-40" "top1-50" "top1-60" "top1-70" "top1-80" "top1-90" "top1-100")
-# DATASETS_NAME=("top1-10")
-# 
-MODEL_NAME_OR_PATH="/aifs4su/yaodong/hantao/models/llava-v1.6-mistral-7b-hf" # model path
+DATASETS_NAME=("top1-20" "top1-40" "top1-100")
 
-# HOSTFILE="/aifs4su/yaodong/hantao/align-anything/scripts/.hostfile"
+MODEL_NAME_OR_PATH="/aifs4su/yaodong/hantao/models/llava-v1.6-mistral-7b-hf" # model path
 
-for DATASET_NAME in ${DATASETS_NAME[@]}; do
-    TRAIN_DATASETS="/aifs4su/yaodong/hantao/datasets/AA_preference_cosi/val/merged/${DATASET_NAME}" # dataset path
-    TRAIN_TEMPLATE="AA_TI2T_LLAVA" # dataset template
+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
     TRAIN_NAME="text-image-to-text" # dataset name
     TRAIN_SPLIT="train" # split the dataset
 
-    OUTPUT_DIR="../outputs/llava_1.6_mistral_7b_val/${DATASET_NAME}" # output dir
+    OUTPUT_DIR="../outputs/LLAVA_7B_cosi/${DATASET_NAME}" # output dir
 
-    # For wandb online logging
-    export WANDB_API_KEY="7e2dcc0c310ebcb7cdcafd5e9320d6be55cf1a33"
+     # For wandb online logging
+     export WANDB_API_KEY="7e2dcc0c310ebcb7cdcafd5e9320d6be55cf1a33"
 
-    # Source the setup script
-    source ./setup.sh
+     # 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
+     # 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
 done

slice_12210/added_tokens.json

@@ -0,0 +1,4 @@
+{
+  "<image>": 32000,
+  "<pad>": 32001
+}

slice_12210/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_12210/config.json

@@ -0,0 +1,85 @@
+{
+  "_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": 32001,
+  "projector_hidden_act": "gelu",
+  "text_config": {
+    "_name_or_path": "mistralai/Mistral-7B-Instruct-v0.2",
+    "architectures": [
+      "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 4096,
+    "initializer_range": 0.02,
+    "intermediate_size": 14336,
+    "max_position_embeddings": 32768,
+    "model_type": "mistral",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 32,
+    "num_key_value_heads": 8,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "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_12210/preprocessor_config.json

@@ -0,0 +1,52 @@
+{
+  "aspect_ratio_setting": "anyres",
+  "crop_size": {
+    "height": 336,
+    "width": 336
+  },
+  "do_center_crop": true,
+  "do_convert_rgb": true,
+  "do_normalize": true,
+  "do_pad": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_grid_pinpoints": [
+    [
+      336,
+      672
+    ],
+    [
+      672,
+      336
+    ],
+    [
+      672,
+      672
+    ],
+    [
+      1008,
+      336
+    ],
+    [
+      336,
+      1008
+    ]
+  ],
+  "image_mean": [
+    0.48145466,
+    0.4578275,
+    0.40821073
+  ],
+  "image_processor_type": "LlavaNextImageProcessor",
+  "image_std": [
+    0.26862954,
+    0.26130258,
+    0.27577711
+  ],
+  "processor_class": "LlavaNextProcessor",
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "shortest_edge": 336
+  }
+}

slice_12210/processor_config.json

@@ -0,0 +1,7 @@
+{
+  "image_token": "<image>",
+  "num_additional_image_tokens": 1,
+  "patch_size": 14,
+  "processor_class": "LlavaNextProcessor",
+  "vision_feature_select_strategy": "default"
+}

slice_12210/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50fe23894954dfe7a380eff5e1d6c3825980defc6339958183afb240541d7dce
+size 15133733934

slice_12210/special_tokens_map.json

@@ -0,0 +1,31 @@
+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "image_token": "<image>",
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

slice_12210/tokenizer.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
+size 493443

slice_12210/tokenizer_config.json

@@ -0,0 +1,69 @@
+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "add_prefix_space": null,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "32000": {
+      "content": "<image>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "32001": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [],
+  "bos_token": "<s>",
+  "chat_template": "{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "extra_special_tokens": {
+    "image_token": "<image>"
+  },
+  "image_token": "<image>",
+  "legacy": true,
+  "max_length": null,
+  "model_max_length": 2048,
+  "pad_to_multiple_of": null,
+  "pad_token": "<pad>",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
+  "processor_class": "LlavaNextProcessor",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}

slice_14652/added_tokens.json

@@ -0,0 +1,4 @@
+{
+  "<image>": 32000,
+  "<pad>": 32001
+}

slice_14652/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_14652/config.json

@@ -0,0 +1,85 @@
+{
+  "_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": 32001,
+  "projector_hidden_act": "gelu",
+  "text_config": {
+    "_name_or_path": "mistralai/Mistral-7B-Instruct-v0.2",
+    "architectures": [
+      "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 4096,
+    "initializer_range": 0.02,
+    "intermediate_size": 14336,
+    "max_position_embeddings": 32768,
+    "model_type": "mistral",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 32,
+    "num_key_value_heads": 8,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "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_14652/preprocessor_config.json

@@ -0,0 +1,52 @@
+{
+  "aspect_ratio_setting": "anyres",
+  "crop_size": {
+    "height": 336,
+    "width": 336
+  },
+  "do_center_crop": true,
+  "do_convert_rgb": true,
+  "do_normalize": true,
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+  "pad_token_type_id": 0,
+  "padding_side": "right",
+  "processor_class": "LlavaNextProcessor",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}

slice_7326/added_tokens.json

@@ -0,0 +1,4 @@
+{
+  "<image>": 32000,
+  "<pad>": 32001
+}

slice_7326/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_7326/config.json

@@ -0,0 +1,85 @@
+{
+  "_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": 32001,
+  "projector_hidden_act": "gelu",
+  "text_config": {
+    "_name_or_path": "mistralai/Mistral-7B-Instruct-v0.2",
+    "architectures": [
+      "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 4096,
+    "initializer_range": 0.02,
+    "intermediate_size": 14336,
+    "max_position_embeddings": 32768,
+    "model_type": "mistral",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 32,
+    "num_key_value_heads": 8,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "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_7326/preprocessor_config.json

@@ -0,0 +1,52 @@
+{
+  "aspect_ratio_setting": "anyres",
+  "crop_size": {
+    "height": 336,
+    "width": 336
+  },
+  "do_center_crop": true,
+  "do_convert_rgb": true,
+  "do_normalize": true,
+  "do_pad": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_grid_pinpoints": [
+    [
+      336,
+      672
+    ],
+    [
+      672,
+      336
+    ],
+    [
+      672,
+      672
+    ],
+    [
+      1008,
+      336
+    ],
+    [
+      336,
+      1008
+    ]
+  ],
+  "image_mean": [
+    0.48145466,
+    0.4578275,
+    0.40821073
+  ],
+  "image_processor_type": "LlavaNextImageProcessor",
+  "image_std": [
+    0.26862954,
+    0.26130258,
+    0.27577711
+  ],
+  "processor_class": "LlavaNextProcessor",
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "shortest_edge": 336
+  }
+}

slice_7326/processor_config.json

@@ -0,0 +1,7 @@
+{
+  "image_token": "<image>",
+  "num_additional_image_tokens": 1,
+  "patch_size": 14,
+  "processor_class": "LlavaNextProcessor",
+  "vision_feature_select_strategy": "default"
+}