Training checkpoint - Epoch 1, Step 5152

checkpoint-5152/1_Pooling/config.json

@@ -0,0 +1,10 @@
+{
+    "word_embedding_dimension": 384,
+    "pooling_mode_cls_token": false,
+    "pooling_mode_mean_tokens": true,
+    "pooling_mode_max_tokens": false,
+    "pooling_mode_mean_sqrt_len_tokens": false,
+    "pooling_mode_weightedmean_tokens": false,
+    "pooling_mode_lasttoken": false,
+    "include_prompt": true
+}

checkpoint-5152/config.json

@@ -0,0 +1,25 @@
+{
+  "architectures": [
+    "BertModel"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 384,
+  "initializer_range": 0.02,
+  "intermediate_size": 1536,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 6,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.53.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

checkpoint-5152/config_sentence_transformers.json

@@ -0,0 +1,14 @@
+{
+  "__version__": {
+    "sentence_transformers": "5.1.2",
+    "transformers": "4.53.3",
+    "pytorch": "2.6.0+cu124"
+  },
+  "model_type": "SentenceTransformer",
+  "prompts": {
+    "query": "",
+    "document": ""
+  },
+  "default_prompt_name": null,
+  "similarity_fn_name": "cosine"
+}

checkpoint-5152/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77f23bc0c1f3f73bf252a4b1dbf87f6e45be7ee7bc79f95d094fec4a40958618
+size 90864192

checkpoint-5152/modules.json

@@ -0,0 +1,20 @@
+[
+  {
+    "idx": 0,
+    "name": "0",
+    "path": "",
+    "type": "sentence_transformers.models.Transformer"
+  },
+  {
+    "idx": 1,
+    "name": "1",
+    "path": "1_Pooling",
+    "type": "sentence_transformers.models.Pooling"
+  },
+  {
+    "idx": 2,
+    "name": "2",
+    "path": "2_Normalize",
+    "type": "sentence_transformers.models.Normalize"
+  }
+]

checkpoint-5152/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c98645026ec90b98adf8cf1cc3d27179542414a63e1131998332f495b9a7a3b
+size 180607738

checkpoint-5152/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fde43e118274230c542e19bec2d1ae15f99d3ef4aec248377adc5bf9840c312c
+size 14244

checkpoint-5152/scaler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d354e422911d0790514c9d4d57f152faa3cb47ccfb44409de240b07d7f1067f7
+size 988

checkpoint-5152/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12745ef925815efc21e93c21cc2ae3bebb8818a1845f8348c099509cd3423f94
+size 1064

checkpoint-5152/sentence_bert_config.json

@@ -0,0 +1,4 @@
+{
+    "max_seq_length": 256,
+    "do_lower_case": false
+}

checkpoint-5152/special_tokens_map.json

@@ -0,0 +1,37 @@
+{
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

checkpoint-5152/tokenizer_config.json

@@ -0,0 +1,65 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "max_length": 128,
+  "model_max_length": 256,
+  "never_split": null,
+  "pad_to_multiple_of": null,
+  "pad_token": "[PAD]",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
+  "sep_token": "[SEP]",
+  "stride": 0,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": "[UNK]"
+}

checkpoint-5152/trainer_state.json

@@ -0,0 +1,121 @@
+{
+  "best_global_step": null,
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 1.0,
+  "eval_steps": 1000,
+  "global_step": 5152,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.00019409937888198756,
+      "grad_norm": 6.586876392364502,
+      "learning_rate": 0.0,
+      "loss": 4.1943,
+      "step": 1
+    },
+    {
+      "epoch": 0.19409937888198758,
+      "grad_norm": 4.414008617401123,
+      "learning_rate": 7.270742358078603e-06,
+      "loss": 3.407,
+      "step": 1000
+    },
+    {
+      "epoch": 0.19409937888198758,
+      "eval_cosine_accuracy": 0.9413691163063049,
+      "eval_loss": 1.0037776231765747,
+      "eval_runtime": 38.8856,
+      "eval_samples_per_second": 243.432,
+      "eval_steps_per_second": 0.952,
+      "step": 1000
+    },
+    {
+      "epoch": 0.38819875776397517,
+      "grad_norm": 4.412827491760254,
+      "learning_rate": 1.4548762736535663e-05,
+      "loss": 2.7704,
+      "step": 2000
+    },
+    {
+      "epoch": 0.38819875776397517,
+      "eval_cosine_accuracy": 0.9514050483703613,
+      "eval_loss": 0.9424285888671875,
+      "eval_runtime": 32.1879,
+      "eval_samples_per_second": 294.086,
+      "eval_steps_per_second": 1.15,
+      "step": 2000
+    },
+    {
+      "epoch": 0.5822981366459627,
+      "grad_norm": 4.752381324768066,
+      "learning_rate": 2.182678311499272e-05,
+      "loss": 2.7878,
+      "step": 3000
+    },
+    {
+      "epoch": 0.5822981366459627,
+      "eval_cosine_accuracy": 0.9509824514389038,
+      "eval_loss": 0.9267508387565613,
+      "eval_runtime": 32.1133,
+      "eval_samples_per_second": 294.769,
+      "eval_steps_per_second": 1.152,
+      "step": 3000
+    },
+    {
+      "epoch": 0.7763975155279503,
+      "grad_norm": 3.283628463745117,
+      "learning_rate": 2.910480349344978e-05,
+      "loss": 3.1982,
+      "step": 4000
+    },
+    {
+      "epoch": 0.7763975155279503,
+      "eval_cosine_accuracy": 0.946017324924469,
+      "eval_loss": 0.8683244585990906,
+      "eval_runtime": 32.1375,
+      "eval_samples_per_second": 294.546,
+      "eval_steps_per_second": 1.151,
+      "step": 4000
+    },
+    {
+      "epoch": 0.9704968944099379,
+      "grad_norm": 5.951777458190918,
+      "learning_rate": 2.840592017469368e-05,
+      "loss": 3.4883,
+      "step": 5000
+    },
+    {
+      "epoch": 0.9704968944099379,
+      "eval_cosine_accuracy": 0.9291146993637085,
+      "eval_loss": 0.9623793959617615,
+      "eval_runtime": 32.2807,
+      "eval_samples_per_second": 293.24,
+      "eval_steps_per_second": 1.146,
+      "step": 5000
+    }
+  ],
+  "logging_steps": 1000,
+  "max_steps": 20608,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 4,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": false
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 0.0,
+  "train_batch_size": 256,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-5152/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b54525b8f0f0abf099bfda4205e7abd98f03e242c02ea8a5dcf4a6a517eae05
+size 5624