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README.md

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+---
+base_model:
+- Locutusque/TinyMistral-248M-v2
+- Felladrin/TinyMistral-248M-Chat-v2
+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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [Locutusque/TinyMistral-248M-v2](https://huggingface.co/Locutusque/TinyMistral-248M-v2) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [Felladrin/TinyMistral-248M-Chat-v2](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v2)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+
+base_model: Locutusque/TinyMistral-248M-v2
+dtype: float16
+merge_method: ties
+parameters:
+ int8_mask: 1.0
+ normalize: 1.0
+slices:
+- sources:
+ - layer_range: [0, 12]
+ model: Felladrin/TinyMistral-248M-Chat-v2
+ parameters:
+ density: [1.0, 0.7, 0.1]
+ weight: 1.0
+ - layer_range: [0, 12]
+ model: Locutusque/TinyMistral-248M-v2
+ parameters:
+ density: 0.5
+ weight: [0.0, 0.3, 0.7, 1.0]
+
+
+```

config.json

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+{
+ "_name_or_path": "Locutusque/TinyMistral-248M-v2",
+ "architectures": [
+ "MistralForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 1,
+ "eos_token_id": 2,
+ "hidden_act": "silu",
+ "hidden_size": 1024,
+ "initializer_range": 0.02,
+ "intermediate_size": 4096,
+ "max_position_embeddings": 32768,
+ "model_type": "mistral",
+ "num_attention_heads": 32,
+ "num_hidden_layers": 12,
+ "num_key_value_heads": 8,
+ "rms_norm_eps": 1e-06,
+ "rope_theta": 10000.0,
+ "sliding_window": 32,
+ "tie_word_embeddings": false,
+ "torch_dtype": "float16",
+ "transformers_version": "4.38.2",
+ "use_cache": true,
+ "vocab_size": 32005
+}

mergekit_config.yml

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+
+base_model: Locutusque/TinyMistral-248M-v2
+dtype: float16
+merge_method: ties
+parameters:
+ int8_mask: 1.0
+ normalize: 1.0
+slices:
+- sources:
+ - layer_range: [0, 12]
+ model: Felladrin/TinyMistral-248M-Chat-v2
+ parameters:
+ density: [1.0, 0.7, 0.1]
+ weight: 1.0
+ - layer_range: [0, 12]
+ model: Locutusque/TinyMistral-248M-v2
+ parameters:
+ density: 0.5
+ weight: [0.0, 0.3, 0.7, 1.0]
+

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special_tokens_map.json

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tokenizer_config.json

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