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:ccb1780db226793b6b11bcfb06c59f5f3ca4d99b95ccbbd79f00be0ab84939bb
+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 sha256:5ef0a2d59fb3d7a9b072311a58f99ecab086143127f579799d11ebf71ed013bb
-size 224537202
+oid sha256:ea161b6b7e050ddf059ad4cb2c07d6a03974b3468c207574601b3054cc018bdd
+size 286585234

checkpoint-1587/rng_state_0.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0c4cade95683851a4881b4c495fbb3cb69aa352ba7ceb98f3f9b9dce815df689
+oid sha256:0126a32ff900119bb3d846eea692f7730a995a196b4c9ac9ecd79f36d4b3645f
 size 15024

checkpoint-1587/rng_state_1.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f53a2b84ca9c00f456ae470901b277280f0ce003437900b1bb9e77c36f254426
+oid sha256:2016a5c827519c514afe9a73dd1207cfd3cf567715f430f7331bb841c6b1e51b
 size 15024

checkpoint-1587/rng_state_2.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:98cd96f00fdf9bf9aad540592e776b776f31da027acd67815dc80dddc52edf58
+oid sha256:b52a0eb879ff0fd131c9e75cb83ecf7d2523a86219748f5d5eafa6bfe173738e
 size 15024

checkpoint-1587/rng_state_3.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c344aa2466074843330417ca4747c6057922aced6c1d0d0e100878e3a20f9938
+oid sha256:26a8f947565623fd204444689093b56dc3dcbe40fade26845efd19cb1f6b8b10
 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

@@ -9,155 +9,140 @@
   "is_world_process_zero": true,
   "log_history": [
     {
-      "epoch": 0.1890359168241966,
-      "grad_norm": 7.269421577453613,
+      "epoch": 0.19,
       "learning_rate": 0.0005,
-      "loss": 1.9195,
+      "loss": 1.3631,
       "step": 100
     },
     {
-      "epoch": 0.3780718336483932,
-      "grad_norm": 1.071650505065918,
+      "epoch": 0.38,
       "learning_rate": 0.0005,
-      "loss": 1.9396,
+      "loss": 1.294,
       "step": 200
     },
     {
-      "epoch": 0.5671077504725898,
-      "grad_norm": 0.5662499070167542,
+      "epoch": 0.57,
       "learning_rate": 0.0005,
-      "loss": 2.3641,
+      "loss": 1.302,
       "step": 300
     },
     {
-      "epoch": 0.7561436672967864,
-      "grad_norm": 0.47088223695755005,
+      "epoch": 0.76,
       "learning_rate": 0.0005,
-      "loss": 1.8969,
+      "loss": 1.2626,
       "step": 400
     },
     {
-      "epoch": 0.945179584120983,
-      "grad_norm": 0.3653932511806488,
+      "epoch": 0.95,
       "learning_rate": 0.0005,
-      "loss": 1.8531,
+      "loss": 1.2156,
       "step": 500
     },
     {
       "epoch": 1.0,
-      "eval_accuracy": 0.6214529147982063,
-      "eval_loss": 1.5580899715423584,
-      "eval_runtime": 5.56,
-      "eval_samples_per_second": 89.928,
-      "eval_steps_per_second": 11.331,
+      "eval_accuracy": 0.6911294117647059,
+      "eval_loss": 1.012805700302124,
+      "eval_runtime": 7.0918,
+      "eval_samples_per_second": 70.504,
+      "eval_steps_per_second": 8.883,
       "step": 529
     },
     {
       "epoch": 1.0,
-      "eval_exact_match": 14.4,
-      "eval_f1": 20.983333333333345,
-      "eval_qa_bleu": 12.514681390986086,
-      "eval_qa_exact_match": 0.102,
-      "eval_recite_bleu": 12.61307158352263,
-      "eval_recite_exact_match": 0.0,
+      "eval_exact_match": 27.6,
+      "eval_f1": 35.68145743145743,
+      "eval_qa_bleu": 19.064111689202868,
+      "eval_qa_exact_match": 0.216,
+      "eval_recite_bleu": 17.898525975872754,
+      "eval_recite_exact_match": 0.006,
       "step": 529
     },
     {
-      "epoch": 1.1342155009451795,
-      "grad_norm": 0.5318541526794434,
+      "epoch": 1.13,
       "learning_rate": 0.0005,
-      "loss": 1.6622,
+      "loss": 1.0305,
       "step": 600
     },
     {
-      "epoch": 1.3232514177693762,
-      "grad_norm": 235.6529998779297,
+      "epoch": 1.32,
       "learning_rate": 0.0005,
-      "loss": 1.5596,
+      "loss": 0.9199,
       "step": 700
     },
     {
-      "epoch": 1.5122873345935728,
-      "grad_norm": 0.5057249069213867,
+      "epoch": 1.51,
       "learning_rate": 0.0005,
-      "loss": 1.5296,
+      "loss": 0.9086,
       "step": 800
     },
     {
-      "epoch": 1.7013232514177694,
-      "grad_norm": 0.5339187383651733,
+      "epoch": 1.7,
       "learning_rate": 0.0005,
-      "loss": 1.5036,
+      "loss": 2.9245,
       "step": 900
     },
     {
-      "epoch": 1.8903591682419658,
-      "grad_norm": 0.5649825930595398,
+      "epoch": 1.89,
       "learning_rate": 0.0005,
-      "loss": 1.4884,
+      "loss": 4.9199,
       "step": 1000
     },
     {
       "epoch": 2.0,
-      "eval_accuracy": 0.6643587443946188,
-      "eval_loss": 1.2189537286758423,
-      "eval_runtime": 6.192,
-      "eval_samples_per_second": 80.749,
-      "eval_steps_per_second": 10.174,
+      "eval_accuracy": 0.22922352941176471,
+      "eval_loss": 7.1224870681762695,
+      "eval_runtime": 7.7159,
+      "eval_samples_per_second": 64.801,
+      "eval_steps_per_second": 8.165,
       "step": 1058
     },
     {
       "epoch": 2.0,
-      "eval_exact_match": 11.2,
-      "eval_f1": 18.31238095238096,
-      "eval_qa_bleu": 10.766593815425745,
-      "eval_qa_exact_match": 0.096,
-      "eval_recite_bleu": 13.257993783037875,
-      "eval_recite_exact_match": 0.002,
+      "eval_exact_match": 0.0,
+      "eval_f1": 0.0,
+      "eval_qa_bleu": 0.0,
+      "eval_qa_exact_match": 0.0,
+      "eval_recite_bleu": 0.0,
+      "eval_recite_exact_match": 0.0,
       "step": 1058
     },
     {
-      "epoch": 2.0793950850661624,
-      "grad_norm": 0.6042512655258179,
+      "epoch": 2.08,
       "learning_rate": 0.0005,
-      "loss": 1.2966,
+      "loss": 7.4349,
       "step": 1100
     },
     {
-      "epoch": 2.268431001890359,
-      "grad_norm": 965.2459106445312,
+      "epoch": 2.27,
       "learning_rate": 0.0005,
-      "loss": 8.8153,
+      "loss": 8.0921,
       "step": 1200
     },
     {
-      "epoch": 2.4574669187145557,
-      "grad_norm": 3.0128896236419678,
+      "epoch": 2.46,
       "learning_rate": 0.0005,
-      "loss": 9.1241,
+      "loss": 7.889,
       "step": 1300
     },
     {
-      "epoch": 2.6465028355387523,
-      "grad_norm": 108062179328.0,
+      "epoch": 2.65,
       "learning_rate": 0.0005,
-      "loss": 10.5947,
+      "loss": 7.2559,
       "step": 1400
     },
     {
-      "epoch": 2.835538752362949,
-      "grad_norm": 5002999889920.0,
+      "epoch": 2.84,
       "learning_rate": 0.0005,
-      "loss": 12.5972,
+      "loss": 7.3563,
       "step": 1500
     },
     {
       "epoch": 3.0,
-      "eval_accuracy": 0.21054708520179372,
-      "eval_loss": 19.724363327026367,
-      "eval_runtime": 6.5285,
-      "eval_samples_per_second": 76.587,
-      "eval_steps_per_second": 9.65,
+      "eval_accuracy": 0.24235294117647058,
+      "eval_loss": 7.308440685272217,
+      "eval_runtime": 7.7087,
+      "eval_samples_per_second": 64.862,
+      "eval_steps_per_second": 8.173,
       "step": 1587
     },
     {
@@ -173,23 +158,9 @@
   ],
   "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": 1.446358715245527e+17,
-  "train_batch_size": 1,
+  "total_flos": 3.366196353926431e+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 sha256:1820a0b512c2fa8b3950f986e6f44420dacfa98792c1f255a5842682ec51f235
-size 5304
+oid sha256:b01f751e6b30f6919dad64453b51b9e04d3c36ac30d2f54e574df56cf37b82bc
+size 4728