training solidity generator11/16/2023, 13:40:27

README.md

@@ -0,0 +1,66 @@
+---
+license: apache-2.0
+base_model: ckandemir/solidity-generator
+tags:
+- generated_from_trainer
+model-index:
+- name: finetuned_sol
+  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. -->
+
+# finetuned_sol
+
+This model is a fine-tuned version of [ckandemir/solidity-generator](https://huggingface.co/ckandemir/solidity-generator) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.9022
+
+## 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: 7e-06
+- train_batch_size: 40
+- eval_batch_size: 40
+- seed: 100
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| No log        | 1.0   | 3    | 3.6279          |
+| No log        | 2.0   | 6    | 3.3979          |
+| No log        | 3.0   | 9    | 3.2543          |
+| No log        | 4.0   | 12   | 3.1501          |
+| No log        | 5.0   | 15   | 3.0705          |
+| No log        | 6.0   | 18   | 3.0090          |
+| No log        | 7.0   | 21   | 2.9632          |
+| No log        | 8.0   | 24   | 2.9306          |
+| No log        | 9.0   | 27   | 2.9103          |
+| No log        | 10.0  | 30   | 2.9022          |
+
+
+### Framework versions
+
+- Transformers 4.33.0
+- Pytorch 2.1.0+cu121
+- Datasets 2.15.0
+- Tokenizers 0.13.3

config.json

@@ -33,7 +33,7 @@
     }
   },
   "torch_dtype": "float32",
-  "transformers_version": "4.34.1",
+  "transformers_version": "4.33.0",
   "use_cache": true,
   "vocab_size": 32768
 }

generation_config.json

@@ -2,5 +2,5 @@
   "_from_model_config": true,
   "bos_token_id": 50256,
   "eos_token_id": 50256,
-  "transformers_version": "4.34.1"
+  "transformers_version": "4.33.0"
 }

pytorch_model.bin

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tokenizer_config.json

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 {
   "add_prefix_space": false,
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-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    }
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   "bos_token": "<|endoftext|>",
   "clean_up_tokenization_spaces": true,
   "eos_token": "<|endoftext|>",

training_args.bin

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