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README.md

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-<h1>The-Trinity-Coder-7B: III Blended Code Models </h1>
-
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/6405c7afbe1a9448a79b177f/UJU4Lzo48zmufKjHhoZPY.png)
-
+<h1>The-Trinity-Coder-7B: 3 Blended Coder Models - Unified Coding Intelligence</h1>
 <p><strong>Overview</strong></p>
 <p>The-Trinity-Coder-7B derives from the fusion of three distinct AI models, each specializing in unique aspects of coding and programming challenges. This model unifies the capabilities of CodeNinja, NeuralExperiment-7b-MagicCoder, and Speechless-Zephyr-Code-Functionary-7B, creating a versatile and powerful new blended model. The integration of these models was achieved through a merging technique, in order to harmonize their strengths and mitigate their individual weaknesses.</p>
 
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 <h2>Acknowledgments</h2>
 <p>Special thanks to the creators and contributors of CodeNinja, NeuralExperiment-7b-MagicCoder, and Speechless-Zephyr-Code-Functionary-7B for providing the base models for blending.</p>
+
+
+
+
+---
+base_model: []
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# merged_folder
+
+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 X:/text-generation-webui-main/models/uukuguy_speechless-zephyr-code-functionary-7b as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* X:/text-generation-webui-main/models/Kukedlc_NeuralExperiment-7b-MagicCoder-v7.5
+* X:/text-generation-webui-main/models/beowolx_CodeNinja-1.0-OpenChat-7B
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: X:/text-generation-webui-main/models/uukuguy_speechless-zephyr-code-functionary-7b
+models:
+  - model: X:/text-generation-webui-main/models/beowolx_CodeNinja-1.0-OpenChat-7B
+    parameters:
+      density: 0.5
+      weight: 0.4
+  - model: X:/text-generation-webui-main/models/Kukedlc_NeuralExperiment-7b-MagicCoder-v7.5
+    parameters:
+      density: 0.5
+      weight: 0.4
+merge_method: ties
+parameters:
+  normalize: true
+dtype: float16
+
+```

config.json

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+{
+  "_name_or_path": "X:/text-generation-webui-main/models/uukuguy_speechless-zephyr-code-functionary-7b",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.39.0.dev0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+base_model: X:/text-generation-webui-main/models/uukuguy_speechless-zephyr-code-functionary-7b
+models:
+  - model: X:/text-generation-webui-main/models/beowolx_CodeNinja-1.0-OpenChat-7B
+    parameters:
+      density: 0.5
+      weight: 0.4
+  - model: X:/text-generation-webui-main/models/Kukedlc_NeuralExperiment-7b-MagicCoder-v7.5
+    parameters:
+      density: 0.5
+      weight: 0.4
+merge_method: ties
+parameters:
+  normalize: true
+dtype: float16

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