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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,49 @@
+---
+license: apache-2.0
+tags:
+- merge
+- mergekit
+- lazymergekit
+- akameswa/gemma2b_code_Javascript_4bit
+- akameswa/gemma2b_code_python_4bit
+- akameswa/gemma2b_code_java_4bit
+- akameswa/gemma2b_code_cpp_4bit
+---
+
+# Gemmixtral
+
+Gemmixtral is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
+* [akameswa/gemma2b_code_Javascript_4bit](https://huggingface.co/akameswa/gemma2b_code_Javascript_4bit)
+* [akameswa/gemma2b_code_python_4bit](https://huggingface.co/akameswa/gemma2b_code_python_4bit)
+* [akameswa/gemma2b_code_java_4bit](https://huggingface.co/akameswa/gemma2b_code_java_4bit)
+* [akameswa/gemma2b_code_cpp_4bit](https://huggingface.co/akameswa/gemma2b_code_cpp_4bit)
+
+## 🧩 Configuration
+
+```yaml
+models:
+  - model: unsloth/gemma-2b-it-bnb-4bit
+    # no parameters necessary for base model
+  - model: akameswa/gemma2b_code_Javascript_4bit
+    parameters:
+      density: 0.25
+      weight: 0.25
+  - model: akameswa/gemma2b_code_python_4bit
+    parameters:
+      density: 0.25
+      weight: 0.25
+  - model: akameswa/gemma2b_code_java_4bit
+    parameters:
+      density: 0.25
+      weight: 0.25
+  - model: akameswa/gemma2b_code_cpp_4bit
+    parameters:
+      density: 0.25
+      weight: 0.25
+merge_method: ties
+base_model: unsloth/gemma-2b-it-bnb-4bit
+parameters:
+  normalize: true
+dtype: float16
+
+```

config.json

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+{
+  "_name_or_path": "unsloth/gemma-2b-it-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": 18,
+  "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": "float16",
+  "transformers_version": "4.38.1",
+  "use_cache": true,
+  "vocab_size": 256000
+}

mergekit_config.yml

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+
+models:
+  - model: unsloth/gemma-2b-it-bnb-4bit
+    # no parameters necessary for base model
+  - model: akameswa/gemma2b_code_Javascript_4bit
+    parameters:
+      density: 0.25
+      weight: 0.25
+  - model: akameswa/gemma2b_code_python_4bit
+    parameters:
+      density: 0.25
+      weight: 0.25
+  - model: akameswa/gemma2b_code_java_4bit
+    parameters:
+      density: 0.25
+      weight: 0.25
+  - model: akameswa/gemma2b_code_cpp_4bit
+    parameters:
+      density: 0.25
+      weight: 0.25
+merge_method: ties
+base_model: unsloth/gemma-2b-it-bnb-4bit
+parameters:
+  normalize: true
+dtype: float16
+

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+      "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": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "GemmaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}