End of training

README.md

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+---
+license: apache-2.0
+base_model: tiiuae/falcon-40b
+tags:
+- generated_from_trainer
+model-index:
+- name: PointCon-falcon-40b-2
+  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. -->
+
+# PointCon-falcon-40b-2
+
+This model is a fine-tuned version of [tiiuae/falcon-40b](https://huggingface.co/tiiuae/falcon-40b) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.8131
+
+## 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-05
+- train_batch_size: 1
+- eval_batch_size: 1
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 1.9879        | 0.26  | 30   | 1.9850          |
+| 1.9725        | 0.53  | 60   | 1.9057          |
+| 1.8858        | 0.79  | 90   | 1.8573          |
+| 1.8604        | 1.05  | 120  | 1.8330          |
+| 1.7798        | 1.32  | 150  | 1.8250          |
+| 1.7554        | 1.58  | 180  | 1.8169          |
+| 1.7917        | 1.84  | 210  | 1.8127          |
+| 1.7538        | 2.11  | 240  | 1.8102          |
+| 1.6949        | 2.37  | 270  | 1.8133          |
+| 1.7112        | 2.63  | 300  | 1.8128          |
+| 1.7024        | 2.89  | 330  | 1.8131          |
+
+
+### Framework versions
+
+- Transformers 4.35.0
+- Pytorch 2.1.0+cu118
+- Datasets 2.14.6
+- Tokenizers 0.14.1

adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "tiiuae/falcon-40b",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "query_key_value",
+    "dense",
+    "dense_h_to_4hdense_4h_to_h"
+  ],
+  "task_type": "CAUSAL_LM"
+}

adapter_model.safetensors

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+size 129796152

training_args.bin

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