End of training

README.md

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+---
+library_name: peft
+tags:
+- trl
+- sft
+- generated_from_trainer
+base_model: ybelkada/falcon-7b-sharded-bf16
+model-index:
+- name: falcon-7b-sharded-bf16-finetuned-html-code-generation
+  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. -->
+
+# falcon-7b-sharded-bf16-finetuned-html-code-generation
+
+This model is a fine-tuned version of [ybelkada/falcon-7b-sharded-bf16](https://huggingface.co/ybelkada/falcon-7b-sharded-bf16) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.2923
+
+## 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: 0.0002
+- train_batch_size: 2
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 4
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.03
+- training_steps: 320
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 2.0699        | 0.18  | 20   | 1.7214          |
+| 1.7563        | 0.36  | 40   | 1.3886          |
+| 1.6152        | 0.54  | 60   | 1.3222          |
+| 1.7419        | 0.72  | 80   | 1.2957          |
+| 1.3596        | 0.9   | 100  | 1.2585          |
+| 1.3861        | 1.08  | 120  | 1.2264          |
+| 1.322         | 1.26  | 140  | 1.3842          |
+| 1.2072        | 1.43  | 160  | 1.2038          |
+| 1.1161        | 1.61  | 180  | 1.2392          |
+| 1.1715        | 1.79  | 200  | 1.1981          |
+| 1.3095        | 1.97  | 220  | 1.2134          |
+| 0.9115        | 2.15  | 240  | 1.2422          |
+| 0.7851        | 2.33  | 260  | 1.2923          |
+
+
+### Framework versions
+
+- PEFT 0.7.2.dev0
+- Transformers 4.36.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.16.0
+- Tokenizers 0.15.0

adapter_config.json

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+  "alpha_pattern": {},
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+  "base_model_name_or_path": "ybelkada/falcon-7b-sharded-bf16",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "dense",
+    "dense_4h_to_h",
+    "dense_h_to_4h",
+    "query_key_value"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_rslora": false
+}

adapter_model.safetensors

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runs/Dec28_12-00-44_8cab99862580/events.out.tfevents.1703765914.8cab99862580.964.0

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special_tokens_map.json

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+    ">>QUESTION<<",
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+    "single_word": false
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+  "pad_token": "<|endoftext|>"
+}

tokenizer_config.json

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+      "lstrip": false,
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+    ">>TITLE<<",
+    ">>ABSTRACT<<",
+    ">>INTRODUCTION<<",
+    ">>SUMMARY<<",
+    ">>COMMENT<<",
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+    ">>DOMAIN<<",
+    ">>PREFIX<<",
+    ">>SUFFIX<<",
+    ">>MIDDLE<<"
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+  "eos_token": "<|endoftext|>",
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+  "tokenizer_class": "PreTrainedTokenizerFast"
+}

training_args.bin

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