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README.md

@@ -0,0 +1,71 @@
+---
+license: apache-2.0
+tags:
+- merge
+- mergekit
+- lazymergekit
+- Warit2/GemOmniscien
+- google/gemma-2b-it
+---
+
+# GemOmniscien-ties
+
+GemOmniscien-ties is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
+* [Warit2/GemOmniscien](https://huggingface.co/Warit2/GemOmniscien)
+* [google/gemma-2b-it](https://huggingface.co/google/gemma-2b-it)
+
+## 🧩 Configuration
+
+\```yaml
+models:
+  - model: Warit2/GemOmniscien
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: google/gemma-2b-it
+    parameters:
+      density: 0.5
+      weight: 0.5 # weight gradient
+merge_method: ties
+base_model: Warit2/GemOmniscien
+parameters:
+  normalize: true
+  int8_mask: true
+dtype: bfloat16
+
+
+# models:
+#   - model: unsloth/gemma-7b-bnb-4bit
+#     layer_range: [0, 32]
+#     # no parameters necessary for base model
+#   - model: mistralai/Mistral-7B-v0.1
+#     layer_range: [24, 32]
+# merge_method: passthrough
+# # base_model: unsloth/gemma-7b-bnb-4bit
+# parameters:
+#   normalize: true
+#   int8_mask: true
+# dtype: float16
+# slices:
+#   - sources:
+#     - model: unsloth/gemma-2b-bnb-4bit
+#       layer_range: [0, 16]
+#   - sources:
+#     - model: NousResearch/Nous-Hermes-llama-2-7b
+#       layer_range: [0, 22]
+# merge_method: passthrough
+# dtype: bfloat16
+# models:
+#   - model: unsloth/gemma-2b-bnb-4bit
+#     parameters:
+#       density: 0.53
+#       weight: 0.45
+#   - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
+#     parameters:
+#       weight: 0.5
+# merge_method: ties
+# base_model: unsloth/gemma-2b-bnb-4bit
+# parameters:
+#   int8_mask: true
+# dtype: bfloat16
+\```

config.json

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+{
+  "_name_or_path": "Warit2/GemOmniscien",
+  "architectures": [
+    "GemmaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 2,
+  "eos_token_id": 1,
+  "head_dim": 256,
+  "hidden_act": "gelu",
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 16384,
+  "max_position_embeddings": 8192,
+  "model_type": "gemma",
+  "num_attention_heads": 8,
+  "num_hidden_layers": 18,
+  "num_key_value_heads": 1,
+  "pad_token_id": 0,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.38.2",
+  "unsloth_version": "2024.3",
+  "use_cache": true,
+  "vocab_size": 256000
+}

mergekit_config.yml

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+
+models:
+  - model: Warit2/GemOmniscien
+    parameters:
+      density: 0.5
+      weight: 0.5
+  - model: google/gemma-2b-it
+    parameters:
+      density: 0.5
+      weight: 0.5 # weight gradient
+merge_method: ties
+base_model: Warit2/GemOmniscien
+parameters:
+  normalize: true
+  int8_mask: true
+dtype: bfloat16
+
+
+# models:
+#   - model: unsloth/gemma-7b-bnb-4bit
+#     layer_range: [0, 32]
+#     # no parameters necessary for base model
+#   - model: mistralai/Mistral-7B-v0.1
+#     layer_range: [24, 32]
+# merge_method: passthrough
+# # base_model: unsloth/gemma-7b-bnb-4bit
+# parameters:
+#   normalize: true
+#   int8_mask: true
+# dtype: float16
+# slices:
+#   - sources:
+#     - model: unsloth/gemma-2b-bnb-4bit
+#       layer_range: [0, 16]
+#   - sources:
+#     - model: NousResearch/Nous-Hermes-llama-2-7b
+#       layer_range: [0, 22]
+# merge_method: passthrough
+# dtype: bfloat16
+# models:
+#   - model: unsloth/gemma-2b-bnb-4bit
+#     parameters:
+#       density: 0.53
+#       weight: 0.45
+#   - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
+#     parameters:
+#       weight: 0.5
+# merge_method: ties
+# base_model: unsloth/gemma-2b-bnb-4bit
+# parameters:
+#   int8_mask: true
+# dtype: bfloat16

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+oid sha256:05e97791a5e007260de1db7e1692e53150e08cea481e2bf25435553380c147ee
+size 17477929

tokenizer.model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:61a7b147390c64585d6c3543dd6fc636906c9af3865a5548f27f31aee1d4c8e2
+size 4241003

tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<eos>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "<bos>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "106": {
+      "content": "<start_of_turn>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "107": {
+      "content": "<end_of_turn>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [
+    "<start_of_turn>",
+    "<end_of_turn>"
+  ],
+  "bos_token": "<bos>",
+  "chat_template": "{{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if (message['role'] == 'assistant') %}{% set role = 'model' %}{% else %}{% set role = message['role'] %}{% endif %}{{ '<start_of_turn>' + role + '\n' + message['content'] | trim + '<end_of_turn>\n' }}{% endfor %}{% if add_generation_prompt %}{{'<start_of_turn>model\n'}}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<eos>",
+  "legacy": null,
+  "model_max_length": 8192,
+  "pad_token": "<pad>",
+  "padding_side": "right",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "GemmaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}