Training in progress, epoch 3, checkpoint

checkpoint-1587/adapter_config.json

@@ -1,6 +1,6 @@
 {
   "auto_mapping": null,
-  "base_model_name_or_path": "Qwen/Qwen1.5-4B",
+  "base_model_name_or_path": "meta-llama/Llama-2-7b-hf",
   "bias": "none",
   "fan_in_fan_out": false,
   "inference_mode": true,

checkpoint-1587/adapter_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dda346167b8ab5b51c6da1764b7aa25df76d2041ac8b350a393d04bd4f892a2f
+size 143269386

checkpoint-1587/added_tokens.json

@@ -1,5 +1,5 @@
 {
-  "<|endoftext|>": 151643,
-  "<|im_end|>": 151645,
-  "<|im_start|>": 151644
+  "</s>": 2,
+  "<s>": 1,
+  "<unk>": 0
 }

checkpoint-1587/optimizer.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:db2449e69adb4ec1fa092993021e99432a7c48bac9c4131cbfd8eb8fb8d97273
-size 224537202
+oid sha256:0c111cb98053ce5f749dd19134a1c2e4f59fd20f2502d000837bb0853a9ac6c4
+size 286585234

checkpoint-1587/rng_state_0.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d15dc38097d627049b60e986fc349c43b2816cbb796374e96919140dc5d0a6bb
+oid sha256:4e3d2776f3170d3a21db94333e396d8134d124d4e6ea7b1658527ee1acc95ba0
 size 15024

checkpoint-1587/rng_state_1.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:859671887ef60952b2a8c218684d27739dc5fb1171677c535a89775eeab8c323
+oid sha256:188b3be3d73960c2d6ee189f59e6321cfac99005d55d998dec1cf94c79a0f9c1
 size 15024

checkpoint-1587/rng_state_2.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5100b74eb3deaddafaa23e49f9fac9a710db40e22a5d687cc87d84ccb0e7d420
+oid sha256:c2b6ef6f7e99b9648d744bbd18db7d1fd3ef3cbbf6ecebd380226c44f291630f
 size 15024

checkpoint-1587/rng_state_3.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3ee755edc2239f88f84a1189db9a168ba3ac9d47e0478b92fbef36d2f6e19e50
+oid sha256:c118e554860d52a43e9fed412d5bc4bd4a3578fa6cd2896eb10891627e27b57b
 size 15024

checkpoint-1587/special_tokens_map.json

@@ -1,14 +1,6 @@
 {
-  "additional_special_tokens": [
-    "<|im_start|>",
-    "<|im_end|>"
-  ],
-  "eos_token": {
-    "content": "<|endoftext|>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "pad_token": "<|endoftext|>"
+  "bos_token": "<s>",
+  "eos_token": "</s>",
+  "pad_token": "</s>",
+  "unk_token": "<unk>"
 }

checkpoint-1587/tokenizer.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723

checkpoint-1587/tokenizer_config.json

@@ -1,24 +1,23 @@
 {
-  "add_prefix_space": false,
   "added_tokens_decoder": {
-    "151643": {
-      "content": "<|endoftext|>",
+    "0": {
+      "content": "<unk>",
       "lstrip": false,
       "normalized": false,
       "rstrip": false,
       "single_word": false,
       "special": true
     },
-    "151644": {
-      "content": "<|im_start|>",
+    "1": {
+      "content": "<s>",
       "lstrip": false,
       "normalized": false,
       "rstrip": false,
       "single_word": false,
       "special": true
     },
-    "151645": {
-      "content": "<|im_end|>",
+    "2": {
+      "content": "</s>",
       "lstrip": false,
       "normalized": false,
       "rstrip": false,
@@ -26,18 +25,16 @@
       "special": true
     }
   },
-  "additional_special_tokens": [
-    "<|im_start|>",
-    "<|im_end|>"
-  ],
-  "bos_token": null,
-  "chat_template": "{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant<|im_end|>\n' }}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
+  "additional_special_tokens": [],
+  "bos_token": "<s>",
   "clean_up_tokenization_spaces": false,
-  "eos_token": "<|endoftext|>",
-  "errors": "replace",
-  "model_max_length": 32768,
-  "pad_token": "<|endoftext|>",
-  "split_special_tokens": false,
-  "tokenizer_class": "Qwen2Tokenizer",
-  "unk_token": null
+  "eos_token": "</s>",
+  "legacy": false,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "</s>",
+  "padding_side": "left",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": true
 }

checkpoint-1587/trainer_state.json

@@ -9,175 +9,146 @@
   "is_world_process_zero": true,
   "log_history": [
     {
-      "epoch": 0.1890359168241966,
-      "grad_norm": 0.5558584332466125,
+      "epoch": 0.19,
       "learning_rate": 3e-05,
-      "loss": 2.1103,
+      "loss": 1.7194,
       "step": 100
     },
     {
-      "epoch": 0.3780718336483932,
-      "grad_norm": 0.4733140468597412,
+      "epoch": 0.38,
       "learning_rate": 3e-05,
-      "loss": 1.931,
+      "loss": 1.4369,
       "step": 200
     },
     {
-      "epoch": 0.5671077504725898,
-      "grad_norm": 0.48580050468444824,
+      "epoch": 0.57,
       "learning_rate": 3e-05,
-      "loss": 1.8948,
+      "loss": 1.4257,
       "step": 300
     },
     {
-      "epoch": 0.7561436672967864,
-      "grad_norm": 0.40655234456062317,
+      "epoch": 0.76,
       "learning_rate": 3e-05,
-      "loss": 1.8988,
+      "loss": 1.3947,
       "step": 400
     },
     {
-      "epoch": 0.945179584120983,
-      "grad_norm": 0.6303955316543579,
+      "epoch": 0.95,
       "learning_rate": 3e-05,
-      "loss": 1.8745,
+      "loss": 1.3948,
       "step": 500
     },
     {
       "epoch": 1.0,
-      "eval_accuracy": 0.5701538461538461,
-      "eval_loss": 1.6455246210098267,
-      "eval_runtime": 5.0805,
-      "eval_samples_per_second": 98.415,
-      "eval_steps_per_second": 12.4,
+      "eval_accuracy": 0.6132307692307692,
+      "eval_loss": 1.3087366819381714,
+      "eval_runtime": 4.3553,
+      "eval_samples_per_second": 114.803,
+      "eval_steps_per_second": 14.465,
       "step": 529
     },
     {
       "epoch": 1.0,
-      "eval_exact_match": 15.0,
-      "eval_f1": 23.927619047619068,
+      "eval_exact_match": 24.4,
+      "eval_f1": 37.614420394420414,
       "step": 529
     },
     {
-      "epoch": 1.1342155009451795,
-      "grad_norm": 0.4278818666934967,
+      "epoch": 1.13,
       "learning_rate": 3e-05,
-      "loss": 1.8798,
+      "loss": 1.3927,
       "step": 600
     },
     {
-      "epoch": 1.3232514177693762,
-      "grad_norm": 0.449830025434494,
+      "epoch": 1.32,
       "learning_rate": 3e-05,
-      "loss": 1.8613,
+      "loss": 1.3644,
       "step": 700
     },
     {
-      "epoch": 1.5122873345935728,
-      "grad_norm": 0.5130725502967834,
+      "epoch": 1.51,
       "learning_rate": 3e-05,
-      "loss": 1.8709,
+      "loss": 1.3791,
       "step": 800
     },
     {
-      "epoch": 1.7013232514177694,
-      "grad_norm": 0.4889715611934662,
+      "epoch": 1.7,
       "learning_rate": 3e-05,
-      "loss": 1.8448,
+      "loss": 1.3627,
       "step": 900
     },
     {
-      "epoch": 1.8903591682419658,
-      "grad_norm": 11.186380386352539,
+      "epoch": 1.89,
       "learning_rate": 3e-05,
-      "loss": 1.8764,
+      "loss": 1.3789,
       "step": 1000
     },
     {
       "epoch": 2.0,
-      "eval_accuracy": 0.5723589743589743,
-      "eval_loss": 1.6143561601638794,
-      "eval_runtime": 5.0466,
-      "eval_samples_per_second": 99.077,
-      "eval_steps_per_second": 12.484,
+      "eval_accuracy": 0.6146153846153846,
+      "eval_loss": 1.289727807044983,
+      "eval_runtime": 4.4281,
+      "eval_samples_per_second": 112.915,
+      "eval_steps_per_second": 14.227,
       "step": 1058
     },
     {
       "epoch": 2.0,
-      "eval_exact_match": 15.6,
-      "eval_f1": 25.825238095238113,
+      "eval_exact_match": 23.2,
+      "eval_f1": 35.56775335775336,
       "step": 1058
     },
     {
-      "epoch": 2.0793950850661624,
-      "grad_norm": 0.5414931774139404,
+      "epoch": 2.08,
       "learning_rate": 3e-05,
-      "loss": 1.8398,
+      "loss": 1.3605,
       "step": 1100
     },
     {
-      "epoch": 2.268431001890359,
-      "grad_norm": 7.441005706787109,
+      "epoch": 2.27,
       "learning_rate": 3e-05,
-      "loss": 1.8348,
+      "loss": 1.3306,
       "step": 1200
     },
     {
-      "epoch": 2.4574669187145557,
-      "grad_norm": 24.312145233154297,
+      "epoch": 2.46,
       "learning_rate": 3e-05,
-      "loss": 1.8421,
+      "loss": 1.3318,
       "step": 1300
     },
     {
-      "epoch": 2.6465028355387523,
-      "grad_norm": 0.7407662868499756,
+      "epoch": 2.65,
       "learning_rate": 3e-05,
-      "loss": 1.8292,
+      "loss": 1.3491,
       "step": 1400
     },
     {
-      "epoch": 2.835538752362949,
-      "grad_norm": 0.9653642177581787,
+      "epoch": 2.84,
       "learning_rate": 3e-05,
-      "loss": 1.828,
+      "loss": 1.3259,
       "step": 1500
     },
     {
       "epoch": 3.0,
-      "eval_accuracy": 0.5734358974358974,
-      "eval_loss": 1.617864727973938,
-      "eval_runtime": 5.2153,
-      "eval_samples_per_second": 95.872,
-      "eval_steps_per_second": 12.08,
+      "eval_accuracy": 0.6178974358974358,
+      "eval_loss": 1.2849316596984863,
+      "eval_runtime": 4.875,
+      "eval_samples_per_second": 102.565,
+      "eval_steps_per_second": 12.923,
       "step": 1587
     },
     {
       "epoch": 3.0,
-      "eval_exact_match": 16.2,
-      "eval_f1": 25.811428571428586,
+      "eval_exact_match": 25.2,
+      "eval_f1": 37.32698412698414,
       "step": 1587
     }
   ],
   "logging_steps": 100,
   "max_steps": 26450,
-  "num_input_tokens_seen": 0,
   "num_train_epochs": 50,
   "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": 1.2930665086661427e+17,
-  "train_batch_size": 2,
+  "total_flos": 2.679771250074583e+17,
   "trial_name": null,
   "trial_params": null
 }

checkpoint-1587/training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3895667ea94410ecd283430024ce6f8557816c9d86efd03783de342ef988d79c
-size 5304
+oid sha256:ec9dd2a1e083127818a65cb4d99f38a0a803e54a476491027d2e996644eba47c
+size 4728