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.ipynb_checkpoints/mergekit_config-checkpoint.yml

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+models:
+  - model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_9QeCVLNmTBXdF6id
+    # no parameters necessary for base model
+  - model: /notebooks/dippy-bittensor-subnet/clone_starnet_07-00
+    parameters:
+      weight: 0.19
+      density: 0.83
+  - model: /notebooks/dippy-bittensor-subnet/clone_fifala_07-00
+    parameters:
+      weight: 0.14
+      density: 0.6
+  - model: /notebooks/dippy-bittensor-subnet/clone_fifala_12-00
+    parameters:
+      weight: 0.19
+      density: 0.83
+  - model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_LSliYB81E6E3D7jM
+    parameters:
+      weight: 0.14
+      density: 0.6
+  - model: /notebooks/dippy-bittensor-subnet/clone_giantdev_dippy-z035H-sn11m9
+    parameters:
+      weight: 0.19
+      density: 0.83
+  - model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_4BXEPZSqciDBKlYW
+    parameters:
+      weight: 0.15
+      density: 0.08
+merge_method: dare_ties
+base_model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_9QeCVLNmTBXdF6id
+parameters:
+  int8_mask: true
+dtype: bfloat16

README.md

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+---
+base_model: []
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# output_mega2
+
+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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using /notebooks/dippy-bittensor-subnet/clone_hgnoi_9QeCVLNmTBXdF6id as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* /notebooks/dippy-bittensor-subnet/clone_fifala_12-00
+* /notebooks/dippy-bittensor-subnet/clone_hgnoi_LSliYB81E6E3D7jM
+* /notebooks/dippy-bittensor-subnet/clone_hgnoi_4BXEPZSqciDBKlYW
+* /notebooks/dippy-bittensor-subnet/clone_starnet_07-00
+* /notebooks/dippy-bittensor-subnet/clone_fifala_07-00
+* /notebooks/dippy-bittensor-subnet/clone_giantdev_dippy-z035H-sn11m9
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_9QeCVLNmTBXdF6id
+    # no parameters necessary for base model
+  - model: /notebooks/dippy-bittensor-subnet/clone_starnet_07-00
+    parameters:
+      weight: 0.19
+      density: 0.83
+  - model: /notebooks/dippy-bittensor-subnet/clone_fifala_07-00
+    parameters:
+      weight: 0.14
+      density: 0.6
+  - model: /notebooks/dippy-bittensor-subnet/clone_fifala_12-00
+    parameters:
+      weight: 0.19
+      density: 0.83
+  - model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_LSliYB81E6E3D7jM
+    parameters:
+      weight: 0.14
+      density: 0.6
+  - model: /notebooks/dippy-bittensor-subnet/clone_giantdev_dippy-z035H-sn11m9
+    parameters:
+      weight: 0.19
+      density: 0.83
+  - model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_4BXEPZSqciDBKlYW
+    parameters:
+      weight: 0.15
+      density: 0.08
+merge_method: dare_ties
+base_model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_9QeCVLNmTBXdF6id
+parameters:
+  int8_mask: true
+dtype: bfloat16
+
+```

config.json

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+{
+  "_name_or_path": "/notebooks/dippy-bittensor-subnet/clone_hgnoi_9QeCVLNmTBXdF6id",
+  "architectures": [
+    "StableLmForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 100257,
+  "eos_token_id": 100257,
+  "hidden_act": "silu",
+  "hidden_dropout": 0.0,
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 5632,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 4096,
+  "model_type": "stablelm",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 24,
+  "num_key_value_heads": 32,
+  "pad_token_id": 100257,
+  "partial_rotary_factor": 0.25,
+  "qk_layernorm": false,
+  "rope_scaling": null,
+  "rope_theta": 10000,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.0",
+  "use_cache": false,
+  "use_parallel_residual": false,
+  "use_qkv_bias": true,
+  "vocab_size": 100352
+}

mergekit_config.yml

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+models:
+  - model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_9QeCVLNmTBXdF6id
+    # no parameters necessary for base model
+  - model: /notebooks/dippy-bittensor-subnet/clone_starnet_07-00
+    parameters:
+      weight: 0.19
+      density: 0.83
+  - model: /notebooks/dippy-bittensor-subnet/clone_fifala_07-00
+    parameters:
+      weight: 0.14
+      density: 0.6
+  - model: /notebooks/dippy-bittensor-subnet/clone_fifala_12-00
+    parameters:
+      weight: 0.19
+      density: 0.83
+  - model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_LSliYB81E6E3D7jM
+    parameters:
+      weight: 0.14
+      density: 0.6
+  - model: /notebooks/dippy-bittensor-subnet/clone_giantdev_dippy-z035H-sn11m9
+    parameters:
+      weight: 0.19
+      density: 0.83
+  - model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_4BXEPZSqciDBKlYW
+    parameters:
+      weight: 0.15
+      density: 0.08
+merge_method: dare_ties
+base_model: /notebooks/dippy-bittensor-subnet/clone_hgnoi_9QeCVLNmTBXdF6id
+parameters:
+  int8_mask: true
+dtype: bfloat16

model-00001-of-00001.safetensors

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+size 3289069520

model.safetensors.index.json

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special_tokens_map.json

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tokenizer_config.json

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