Training in progress, epoch 3, checkpoint

checkpoint-750/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-750/adapter_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eccd6981688dd73eeed1b71af5ea9146dcfa3137089ecf4869757996f436afec
+size 143269386

checkpoint-750/added_tokens.json

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

checkpoint-750/optimizer.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2619de8df8c2f71dd3655518641984689fe7530c63e2ef28bc497aaef5b6f804
-size 224537202
+oid sha256:e0d7087253646294586d37dbbc53b507e49170673ff00c79d08336937f4c1de0
+size 286585234

checkpoint-750/rng_state_0.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3cb52a95f02d97a431eb7f3cdf8dfbb5613aa4fc247f9c18d76a0f6d6799e129
+oid sha256:de382e9118e0fc85fc82c60b5658f1c60e09b8249a76e0c22a1dd3e9acadff9a
 size 15024

checkpoint-750/rng_state_1.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9d05166ad771514e361ad8c8d684fd0dd7dbae688fd035617a39efea154c10e5
+oid sha256:635c97dfdbacd175e8fa49d84caba85cdeffcde0de97ff7d920507d603145b8d
 size 15024

checkpoint-750/rng_state_2.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d526eece9100db8ecff2a1945e028a3541f83d9d2a8c73202b5e5ba1662839d6
+oid sha256:da5c5aeef2e108eaec68a042787a3c89bc79b002116a58604d6d8969269914c2
 size 15024

checkpoint-750/rng_state_3.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:adef74c4f42696c1a630b4bfda1d95deadc1a5363d744a4c9074697cc3b29841
+oid sha256:2688e3c43962bbaeeffeb320565d4bebfc4fc58b35aada63b562fa1f006c5866
 size 15024

checkpoint-750/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-750/tokenizer.model

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

checkpoint-750/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-750/trainer_state.json

@@ -10,118 +10,97 @@
   "log_history": [
     {
       "epoch": 0.4,
-      "grad_norm": 0.5479037761688232,
       "learning_rate": 0.0005,
-      "loss": 2.3029,
+      "loss": 2.3712,
       "step": 100
     },
     {
       "epoch": 0.8,
-      "grad_norm": 0.5442906618118286,
       "learning_rate": 0.0005,
-      "loss": 2.2398,
+      "loss": 1.8732,
       "step": 200
     },
     {
       "epoch": 1.0,
-      "eval_accuracy": 0.5162539682539683,
-      "eval_loss": 2.3236427307128906,
-      "eval_runtime": 5.266,
-      "eval_samples_per_second": 94.949,
-      "eval_steps_per_second": 11.964,
+      "eval_accuracy": 0.593873417721519,
+      "eval_loss": 2.011091947555542,
+      "eval_runtime": 4.861,
+      "eval_samples_per_second": 102.859,
+      "eval_steps_per_second": 12.96,
       "step": 250
     },
     {
       "epoch": 1.0,
-      "eval_exact_match": 17.6,
-      "eval_f1": 26.59450937950939,
+      "eval_exact_match": 0.0,
+      "eval_f1": 0.32835692091264185,
       "step": 250
     },
     {
       "epoch": 1.2,
-      "grad_norm": 0.6918729543685913,
       "learning_rate": 0.0005,
-      "loss": 2.0245,
+      "loss": 1.7329,
       "step": 300
     },
     {
       "epoch": 1.6,
-      "grad_norm": 0.7950774431228638,
       "learning_rate": 0.0005,
-      "loss": 1.8286,
+      "loss": 1.6233,
       "step": 400
     },
     {
       "epoch": 2.0,
-      "grad_norm": 0.6913579106330872,
       "learning_rate": 0.0005,
-      "loss": 1.8301,
+      "loss": 1.6142,
       "step": 500
     },
     {
       "epoch": 2.0,
-      "eval_accuracy": 0.5124126984126984,
-      "eval_loss": 2.4219954013824463,
-      "eval_runtime": 5.2763,
-      "eval_samples_per_second": 94.763,
-      "eval_steps_per_second": 11.94,
+      "eval_accuracy": 0.6051139240506329,
+      "eval_loss": 1.844284176826477,
+      "eval_runtime": 4.8205,
+      "eval_samples_per_second": 103.724,
+      "eval_steps_per_second": 13.069,
       "step": 500
     },
     {
       "epoch": 2.0,
-      "eval_exact_match": 17.0,
-      "eval_f1": 24.808081363081367,
+      "eval_exact_match": 0.0,
+      "eval_f1": 0.7215873015873017,
       "step": 500
     },
     {
       "epoch": 2.4,
-      "grad_norm": 0.9923084378242493,
       "learning_rate": 0.0005,
-      "loss": 1.3144,
+      "loss": 1.1625,
       "step": 600
     },
     {
       "epoch": 2.8,
-      "grad_norm": 1.0025588274002075,
       "learning_rate": 0.0005,
-      "loss": 1.3626,
+      "loss": 1.206,
       "step": 700
     },
     {
       "epoch": 3.0,
-      "eval_accuracy": 0.5061904761904762,
-      "eval_loss": 2.6152632236480713,
-      "eval_runtime": 5.2745,
-      "eval_samples_per_second": 94.795,
-      "eval_steps_per_second": 11.944,
+      "eval_accuracy": 0.6007341772151898,
+      "eval_loss": 1.981817603111267,
+      "eval_runtime": 4.671,
+      "eval_samples_per_second": 107.044,
+      "eval_steps_per_second": 13.487,
       "step": 750
     },
     {
       "epoch": 3.0,
-      "eval_exact_match": 16.0,
-      "eval_f1": 24.234217449217454,
+      "eval_exact_match": 0.0,
+      "eval_f1": 0.4163636363636364,
       "step": 750
     }
   ],
   "logging_steps": 100,
   "max_steps": 12500,
-  "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": 2.292008841170125e+16,
-  "train_batch_size": 2,
+  "total_flos": 4.789364497947034e+16,
   "trial_name": null,
   "trial_params": null
 }

checkpoint-750/training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6b62f42960cf4fd93abfb3be317e2e8ef04964ff17a18b3862335bf3c3ff7041
-size 5304
+oid sha256:814f378bbfbf215f6c033d7b267886233699f8ce3ebf0a109279893fc2f542bf
+size 4728