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README.md

@@ -0,0 +1,54 @@
+---
+license: apache-2.0
+tags:
+- merge
+- mergekit
+- lazymergekit
+- unsloth/gemma-2b-bnb-4bit
+- TinyLlama/TinyLlama-1.1B-Chat-v1.0
+---
+
+# Gemma-TinyLLama-Passthrough
+
+Gemma-TinyLLama-Passthrough is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
+* [unsloth/gemma-2b-bnb-4bit](https://huggingface.co/unsloth/gemma-2b-bnb-4bit)
+* [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0)
+
+## 🧩 Configuration
+
+\```yaml
+# 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: TinyLlama/TinyLlama-1.1B-Chat-v1.0
+      layer_range: [6, 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": "unsloth/gemma-2b-bnb-4bit",
+  "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": 32,
+  "num_key_value_heads": 1,
+  "pad_token_id": 0,
+  "quantization_config": {
+    "_load_in_4bit": true,
+    "_load_in_8bit": false,
+    "bnb_4bit_compute_dtype": "bfloat16",
+    "bnb_4bit_quant_type": "nf4",
+    "bnb_4bit_use_double_quant": true,
+    "llm_int8_enable_fp32_cpu_offload": false,
+    "llm_int8_has_fp16_weight": false,
+    "llm_int8_skip_modules": null,
+    "llm_int8_threshold": 6.0,
+    "load_in_4bit": true,
+    "load_in_8bit": false,
+    "quant_method": "bitsandbytes"
+  },
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.38.2",
+  "use_cache": true,
+  "vocab_size": 256000
+}

mergekit_config.yml

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+
+# 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: TinyLlama/TinyLlama-1.1B-Chat-v1.0
+      layer_range: [6, 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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special_tokens_map.json

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+{
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+    "<start_of_turn>",
+    "<end_of_turn>"
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+    "single_word": false
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+    "content": "<eos>",
+    "lstrip": false,
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+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

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+oid sha256:05e97791a5e007260de1db7e1692e53150e08cea481e2bf25435553380c147ee
+size 17477929

tokenizer.model

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tokenizer_config.json

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+{
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+  "add_eos_token": false,
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+      "content": "<pad>",
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+      "single_word": false,
+      "special": true
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+      "normalized": false,
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+      "special": true
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+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "107": {
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+      "normalized": false,
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+      "single_word": false,
+      "special": true
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+    "<end_of_turn>"
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+  "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 %}",
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+  "use_default_system_prompt": false
+}