Inital model

README.md

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+---
+base_model: stabilityai/stablelm-zephyr-3b
+datasets:
+- erbacher/rag-and-roll-hagrid-deduplicated
+library_name: peft
+tags:
+- alignment-handbook
+- generated_from_trainer
+model-index:
+- name: zephyr-hagrid-deduplicated-rag-agent-3b
+  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. -->
+
+# zephyr-hagrid-deduplicated-rag-agent-3b
+
+This model is a fine-tuned version of [stabilityai/stablelm-zephyr-3b](https://huggingface.co/stabilityai/stablelm-zephyr-3b) on the erbacher/rag-and-roll-hagrid-deduplicated dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.4172
+
+## 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: 0.0001
+- train_batch_size: 4
+- eval_batch_size: 4
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 16
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 1.5167        | 0.99  | 66   | 1.4631          |
+| 1.4531        | 2.0   | 133  | 1.4279          |
+| 1.4024        | 2.99  | 199  | 1.4186          |
+| 1.4031        | 4.0   | 266  | 1.4172          |
+| 1.3087        | 4.96  | 330  | 1.4172          |
+
+
+### Framework versions
+
+- PEFT 0.12.0
+- Transformers 4.38.2
+- Pytorch 2.0.1
+- Datasets 2.20.0
+- Tokenizers 0.15.2

adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "stabilityai/stablelm-zephyr-3b",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 16,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
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+    "o_proj",
+    "q_proj",
+    "down_proj",
+    "up_proj",
+    "k_proj",
+    "gate_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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config.json

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+{
+  "_name_or_path": "stabilityai/stablelm-zephyr-3b",
+  "architectures": [
+    "StableLmForCausalLM"
+  ],
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+  "model_type": "stablelm",
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+}

special_tokens_map.json

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tokenizer_config.json

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+}