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fused_tinyllama_v2/all_results.json

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+{
+    "epoch": 9.98,
+    "eval_loss": 2.0175254344940186,
+    "eval_runtime": 140.639,
+    "eval_samples_per_second": 4.309,
+    "eval_steps_per_second": 4.309,
+    "perplexity": 7.51969391615205,
+    "train_loss": 1.1158069036083837,
+    "train_runtime": 12559.8672,
+    "train_samples_per_second": 3.958,
+    "train_steps_per_second": 0.247
+}

fused_tinyllama_v2/config.json

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+{
+  "_name_or_path": "TinyLlama/TinyLlama-1.1B-Chat-v1.0",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 5632,
+  "max_position_embeddings": 2048,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 22,
+  "num_key_value_heads": 4,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.37.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

fused_tinyllama_v2/eval_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 9.98,
+    "eval_loss": 2.0175254344940186,
+    "eval_runtime": 140.639,
+    "eval_samples_per_second": 4.309,
+    "eval_steps_per_second": 4.309,
+    "perplexity": 7.51969391615205
+}

fused_tinyllama_v2/generation_config.json

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+{
+  "do_sample": true,
+  "max_length": 4096,
+  "temperature": 0.6,
+  "top_p": 0.9,
+  "transformers_version": "4.37.2"
+}

fused_tinyllama_v2/metrics.json

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+{"run_name": "/home/paperspace/FuseLLM/fused_tinyllama", "train_runtime": 12559.8672, "train_samples_per_second": 3.958, "train_steps_per_second": 0.247, "train_loss": 1.1158069036083837, "epoch": 9.98, "eval_loss": 2.0175254344940186, "eval_runtime": 140.639, "eval_samples_per_second": 4.309, "eval_steps_per_second": 4.309, "perplexity": 7.51969391615205}

fused_tinyllama_v2/model.safetensors

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+size 2200119864

fused_tinyllama_v2/special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

fused_tinyllama_v2/tokenizer.model

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+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723

fused_tinyllama_v2/tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n'  + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": false,
+  "model_max_length": 2048,
+  "pad_token": "</s>",
+  "padding_side": "right",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}

fused_tinyllama_v2/train_results.json

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+{
+    "epoch": 9.98,
+    "train_loss": 1.1158069036083837,
+    "train_runtime": 12559.8672,
+    "train_samples_per_second": 3.958,
+    "train_steps_per_second": 0.247
+}

fused_tinyllama_v2/training_args.bin

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+size 8568