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README.md

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+---
+base_model:
+- avemio/GRAG-PHI-3.5-MINI-4B-SFT-HESSIAN-AI
+- avemio/GRAG-PHI-3.5-MINI-4B-ORPO-HESSIAN-AI
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# merge
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the SLERP merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [avemio/GRAG-PHI-3.5-MINI-4B-SFT-HESSIAN-AI](https://huggingface.co/avemio/GRAG-PHI-3.5-MINI-4B-SFT-HESSIAN-AI)
+* [avemio/GRAG-PHI-3.5-MINI-4B-ORPO-HESSIAN-AI](https://huggingface.co/avemio/GRAG-PHI-3.5-MINI-4B-ORPO-HESSIAN-AI)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+slices:
+  - sources:
+      - model: avemio/GRAG-PHI-3.5-MINI-4B-SFT-HESSIAN-AI
+        layer_range: [0, 32]
+      - model: avemio/GRAG-PHI-3.5-MINI-4B-ORPO-HESSIAN-AI
+        layer_range: [0, 32]
+merge_method: slerp
+base_model: avemio/GRAG-PHI-3.5-MINI-4B-ORPO-HESSIAN-AI
+parameters:
+  t:
+    - filter: self_attn
+      value: [0, 0.5, 0.3, 0.7, 1]
+    - filter: mlp
+      value: [1, 0.5, 0.7, 0.3, 0]
+    - value: 0.5
+dtype: bfloat16
+```

added_tokens.json

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+  "<|endoftext|>": 32000,
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+  "<|fim_prefix|>": 32020,
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+  "<|message|>": 32019,
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+  "<|sys|>": 32034,
+  "<|tag|>": 32004,
+  "<|user|>": 32010
+}

config.json

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+{
+  "_name_or_path": "avemio/GRAG-PHI-3.5-MINI-4B-ORPO-HESSIAN-AI",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 32000,
+  "head_dim": 96,
+  "hidden_act": "silu",
+  "hidden_size": 3072,
+  "initializer_range": 0.02,
+  "intermediate_size": 8192,
+  "max_position_embeddings": 131072,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "sliding_window": 2047,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.46.2",
+  "use_cache": true,
+  "vocab_size": 32064
+}

mergekit_config.yml

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+slices:
+  - sources:
+      - model: avemio/GRAG-PHI-3.5-MINI-4B-SFT-HESSIAN-AI
+        layer_range: [0, 32]
+      - model: avemio/GRAG-PHI-3.5-MINI-4B-ORPO-HESSIAN-AI
+        layer_range: [0, 32]
+merge_method: slerp
+base_model: avemio/GRAG-PHI-3.5-MINI-4B-ORPO-HESSIAN-AI
+parameters:
+  t:
+    - filter: self_attn
+      value: [0, 0.5, 0.3, 0.7, 1]
+    - filter: mlp
+      value: [1, 0.5, 0.7, 0.3, 0]
+    - value: 0.5
+dtype: bfloat16

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+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}