End of training

README.md

@@ -6,6 +6,8 @@ tags:
 - sft
 - generated_from_trainer
 base_model: google/gemma-2b-it
+datasets:
+- generator
 model-index:
 - name: gemma-2b-lahacks
   results: []
@@ -16,7 +18,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 # gemma-2b-lahacks
 
-This model is a fine-tuned version of [google/gemma-2b-it](https://huggingface.co/google/gemma-2b-it) on an unknown dataset.
+This model is a fine-tuned version of [google/gemma-2b-it](https://huggingface.co/google/gemma-2b-it) on the generator dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.2077
 
 ## Model description
 
@@ -46,6 +50,26 @@ The following hyperparameters were used during training:
 - lr_scheduler_warmup_ratio: 0.05
 - training_steps: 1480
 
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss |
+|:-------------:|:-------:|:----:|:---------------:|
+| 3.6438        | 1.6393  | 100  | 2.7298          |
+| 2.5556        | 3.2787  | 200  | 2.3638          |
+| 2.3244        | 4.9180  | 300  | 2.2709          |
+| 2.2537        | 6.5574  | 400  | 2.2349          |
+| 2.2077        | 8.1967  | 500  | 2.2143          |
+| 2.1685        | 9.8361  | 600  | 2.2032          |
+| 2.1429        | 11.4754 | 700  | 2.1962          |
+| 2.1116        | 13.1148 | 800  | 2.1939          |
+| 2.0834        | 14.7541 | 900  | 2.1944          |
+| 2.0626        | 16.3934 | 1000 | 2.1977          |
+| 2.0412        | 18.0328 | 1100 | 2.2000          |
+| 2.0286        | 19.6721 | 1200 | 2.2040          |
+| 2.0217        | 21.3115 | 1300 | 2.2062          |
+| 2.0134        | 22.9508 | 1400 | 2.2077          |
+
+
 ### Framework versions
 
 - PEFT 0.10.0

config.json

@@ -0,0 +1,29 @@
+{
+  "_name_or_path": "google/gemma-2b-it",
+  "architectures": [
+    "GemmaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 2,
+  "eos_token_id": 1,
+  "head_dim": 256,
+  "hidden_act": "gelu",
+  "hidden_activation": null,
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 16384,
+  "max_position_embeddings": 8192,
+  "model_type": "gemma",
+  "num_attention_heads": 8,
+  "num_hidden_layers": 18,
+  "num_key_value_heads": 1,
+  "pad_token_id": 0,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.40.0",
+  "use_cache": true,
+  "vocab_size": 256000
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 2,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.40.0"
+}

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