Model save

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: mistralai/Mistral-7B-v0.1
+tags:
+- llama-factory
+- generated_from_trainer
+model-index:
+- name: llama3-mammoth
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# llama3-mammoth
+
+This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on an unknown dataset.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-06
+- train_batch_size: 1
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 4
+- total_train_batch_size: 4
+- total_eval_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: constant
+- lr_scheduler_warmup_ratio: 0.1
+- lr_scheduler_warmup_steps: 1738
+- training_steps: 1
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| No log        | 0.0030 | 1    | nan             |
+
+
+### Framework versions
+
+- Transformers 4.45.0
+- Pytorch 2.5.0+cu124
+- Datasets 2.19.2
+- Tokenizers 0.20.0

config.json

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 {
-  "_name_or_path": "meta-llama/Meta-Llama-3-8B",
+  "_name_or_path": "mistralai/Mistral-7B-v0.1",
   "architectures": [
-    "LlamaForCausalLM"
+    "MistralForCausalLM"
   ],
-  "attention_bias": false,
   "attention_dropout": 0.0,
-  "bos_token_id": 128000,
-  "eos_token_id": 128001,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
   "head_dim": 128,
   "hidden_act": "silu",
   "hidden_size": 4096,
   "initializer_range": 0.02,
   "intermediate_size": 14336,
-  "max_position_embeddings": 8192,
-  "mlp_bias": false,
-  "model_type": "llama",
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
   "num_attention_heads": 32,
   "num_hidden_layers": 32,
   "num_key_value_heads": 8,
-  "pretraining_tp": 1,
   "rms_norm_eps": 1e-05,
-  "rope_scaling": null,
-  "rope_theta": 500000.0,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
   "tie_word_embeddings": false,
   "torch_dtype": "bfloat16",
-  "transformers_version": "4.45.2",
+  "transformers_version": "4.45.0",
   "use_cache": false,
-  "vocab_size": 128256
+  "vocab_size": 32000
 }

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.45.0"
+}

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-    "128212": {
-      "content": "<|reserved_special_token_207|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128213": {
-      "content": "<|reserved_special_token_208|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128214": {
-      "content": "<|reserved_special_token_209|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128215": {
-      "content": "<|reserved_special_token_210|>",
-      "lstrip": false,
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-      "single_word": false,
-      "special": true
-    },
-    "128216": {
-      "content": "<|reserved_special_token_211|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128217": {
-      "content": "<|reserved_special_token_212|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128218": {
-      "content": "<|reserved_special_token_213|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128219": {
-      "content": "<|reserved_special_token_214|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
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-    "128220": {
-      "content": "<|reserved_special_token_215|>",
-      "lstrip": false,
-      "normalized": false,
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-      "single_word": false,
-      "special": true
-    },
-    "128221": {
-      "content": "<|reserved_special_token_216|>",
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-      "normalized": false,
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-      "content": "<|reserved_special_token_217|>",
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-      "content": "<|reserved_special_token_218|>",
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-      "content": "<|reserved_special_token_220|>",
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-      "special": true
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-    "128226": {
-      "content": "<|reserved_special_token_221|>",
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-      "special": true
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-    "128227": {
-      "content": "<|reserved_special_token_222|>",
-      "lstrip": false,
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-      "single_word": false,
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-    "128228": {
-      "content": "<|reserved_special_token_223|>",
-      "lstrip": false,
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-      "content": "<|reserved_special_token_224|>",
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-      "single_word": false,
-      "special": true
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-      "content": "<|reserved_special_token_225|>",
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-    },
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-      "content": "<|reserved_special_token_226|>",
-      "lstrip": false,
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-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128232": {
-      "content": "<|reserved_special_token_227|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
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-    "128233": {
-      "content": "<|reserved_special_token_228|>",
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-      "special": true
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-      "content": "<|reserved_special_token_234|>",
-      "lstrip": false,
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-      "special": true
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-      "content": "<|reserved_special_token_235|>",
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-      "special": true
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-      "content": "<|reserved_special_token_236|>",
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-      "special": true
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-      "content": "<|reserved_special_token_239|>",
-      "lstrip": false,
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-      "special": true
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-    "128245": {
-      "content": "<|reserved_special_token_240|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
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-    "128246": {
-      "content": "<|reserved_special_token_241|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128247": {
-      "content": "<|reserved_special_token_242|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128248": {
-      "content": "<|reserved_special_token_243|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128249": {
-      "content": "<|reserved_special_token_244|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128250": {
-      "content": "<|reserved_special_token_245|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128251": {
-      "content": "<|reserved_special_token_246|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128252": {
-      "content": "<|reserved_special_token_247|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128253": {
-      "content": "<|reserved_special_token_248|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128254": {
-      "content": "<|reserved_special_token_249|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "128255": {
-      "content": "<|reserved_special_token_250|>",
+    "2": {
+      "content": "</s>",
       "lstrip": false,
       "normalized": false,
       "rstrip": false,
@@ -2049,17 +28,19 @@
       "special": true
     }
   },
-  "bos_token": "<|begin_of_text|>",
-  "chat_template": "{{ '<|begin_of_text|>' }}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ '<|start_header_id|>system<|end_header_id|>\n\n' + system_message + '<|eot_id|>' }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|start_header_id|>user<|end_header_id|>\n\n' + content + '<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|eot_id|>' }}{% endif %}{% endfor %}",
-  "clean_up_tokenization_spaces": true,
-  "eos_token": "<|eot_id|>",
-  "model_input_names": [
-    "input_ids",
-    "attention_mask"
-  ],
+  "additional_special_tokens": [],
+  "bos_token": "<s>",
+  "chat_template": "{{ '<s>' }}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '[INST] ' + content + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ content + '</s>' }}{% endif %}{% endfor %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": false,
   "model_max_length": 1000000000000000019884624838656,
-  "pad_token": "<|eot_id|>",
+  "pad_token": "</s>",
   "padding_side": "right",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
   "split_special_tokens": false,
-  "tokenizer_class": "PreTrainedTokenizerFast"
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
 }

trainer_log.jsonl

@@ -1,20 +1,2 @@
-{"current_steps": 10, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.05291005291005291, "percentage": 1.76, "elapsed_time": "0:20:14", "remaining_time": "18:47:10"}
-{"current_steps": 20, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.10582010582010581, "percentage": 3.53, "elapsed_time": "0:39:56", "remaining_time": "18:12:25"}
-{"current_steps": 30, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.15873015873015872, "percentage": 5.29, "elapsed_time": "0:59:35", "remaining_time": "17:46:36"}
-{"current_steps": 40, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.21164021164021163, "percentage": 7.05, "elapsed_time": "1:19:14", "remaining_time": "17:24:05"}
-{"current_steps": 50, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.26455026455026454, "percentage": 8.82, "elapsed_time": "1:38:47", "remaining_time": "17:01:28"}
-{"current_steps": 60, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.31746031746031744, "percentage": 10.58, "elapsed_time": "1:58:28", "remaining_time": "16:41:09"}
-{"current_steps": 70, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.37037037037037035, "percentage": 12.35, "elapsed_time": "2:18:10", "remaining_time": "16:21:05"}
-{"current_steps": 80, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.42328042328042326, "percentage": 14.11, "elapsed_time": "2:37:54", "remaining_time": "16:01:17"}
-{"current_steps": 90, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.47619047619047616, "percentage": 15.87, "elapsed_time": "2:57:39", "remaining_time": "15:41:37"}
-{"current_steps": 100, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.5291005291005291, "percentage": 17.64, "elapsed_time": "3:17:54", "remaining_time": "15:24:15"}
-{"current_steps": 110, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.582010582010582, "percentage": 19.4, "elapsed_time": "3:38:13", "remaining_time": "15:06:37"}
-{"current_steps": 120, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.6349206349206349, "percentage": 21.16, "elapsed_time": "3:58:42", "remaining_time": "14:49:10"}
-{"current_steps": 130, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.6878306878306878, "percentage": 22.93, "elapsed_time": "4:19:38", "remaining_time": "14:32:48"}
-{"current_steps": 140, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.7407407407407407, "percentage": 24.69, "elapsed_time": "4:40:13", "remaining_time": "14:14:41"}
-{"current_steps": 150, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.7936507936507936, "percentage": 26.46, "elapsed_time": "5:00:34", "remaining_time": "13:55:36"}
-{"current_steps": 160, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.8465608465608465, "percentage": 28.22, "elapsed_time": "5:20:49", "remaining_time": "13:36:07"}
-{"current_steps": 170, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.8994708994708994, "percentage": 29.98, "elapsed_time": "5:40:57", "remaining_time": "13:16:14"}
-{"current_steps": 180, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 0.9523809523809523, "percentage": 31.75, "elapsed_time": "6:00:27", "remaining_time": "12:55:00"}
-{"current_steps": 189, "total_steps": 567, "eval_loss": NaN, "epoch": 1.0, "percentage": 33.33, "elapsed_time": "6:29:38", "remaining_time": "12:59:16"}
-{"current_steps": 190, "total_steps": 567, "loss": 0.0, "learning_rate": 5e-06, "epoch": 1.0052910052910053, "percentage": 33.51, "elapsed_time": "6:33:02", "remaining_time": "12:59:52"}
+{"current_steps": 1, "total_steps": 1, "eval_loss": NaN, "epoch": 0.0030120481927710845, "percentage": 100.0, "elapsed_time": "0:03:35", "remaining_time": "0:00:00"}
+{"current_steps": 1, "total_steps": 1, "epoch": 0.0030120481927710845, "percentage": 100.0, "elapsed_time": "0:06:34", "remaining_time": "0:00:00"}

training_args.bin

@@ -1,3 +1,3 @@
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+size 7160