65bd929fbce2994bb68ba60f092f01c95082137b23ddfeb718486149babbbd9d

README.md

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+
+---
+license: other
+language:
+- en
+base_model:
+- mistralai/Mistral-Large-Instruct-2407
+- NeverSleep/Lumimaid-v0.2-123B
+---
+
+# SmartMaid-123b
+
+This **experimental model** is a hybrid creation combining aspects of [Mistral-Large-Instruct-2407](https://huggingface.co/mistralai/Mistral-Large-Instruct-2407) and [Lumimaid-v0.2-123B](https://huggingface.co/NeverSleep/Lumimaid-v0.2-123B) using LoRA (Low-Rank Adaptation) on the `mlp.down_proj` module.
+
+## Model Details
+
+- **Base Model**: Mistral-Large-Instruct-2407
+- **Influence Model**: Lumimaid-v0.2-123B
+- **Method**: LoRA extraction from Lumimaid and targetted application to Mistral-Large
+- **LoRA Configuration**:
+  - Rank: 32
+  - Alpha: 64
+  - Target Module: `mlp.down_proj`
+
+## Process
+
+1. A LoRA was extracted from Lumimaid-v0.2-123B
+2. This LoRA was then applied to a fresh instance of Mistral-Large-Instruct-2407 targetting only the mlp.down_proj modules.
+3. The resulting model was merged to create this standalone version.
+
+## Purpose
+
+The aim of this model is to incorporate the enhanced prose qualities of Lumimaid-v0.2-123B while retaining the core intelligence and capabilities of Mistral-Large.
+By applying the LoRA to the `mlp.down_proj` module, we sought to influence the model's language generation style without significantly altering its underlying knowledge and reasoning abilities.
+
+## Prompt Template
+```
+<s>[INST] {input} [/INST] {output}</s>
+```

config.json

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+{
+    "_name_or_path": "gghfez/SmartMaid-123",
+    "architectures": [
+        "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "bos_token_id": 1,
+    "eos_token_id": 2,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 12288,
+    "initializer_range": 0.02,
+    "intermediate_size": 28672,
+    "max_position_embeddings": 131072,
+    "model_type": "mistral",
+    "num_attention_heads": 96,
+    "num_hidden_layers": 88,
+    "num_key_value_heads": 8,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "tie_word_embeddings": false,
+    "torch_dtype": "float16",
+    "transformers_version": "4.44.2",
+    "use_cache": true,
+    "vocab_size": 32768,
+    "quantization_config": {
+        "quant_method": "exl2",
+        "version": "0.2.2",
+        "bits": 5.0,
+        "head_bits": 6,
+        "calibration": {
+            "rows": 115,
+            "length": 2048,
+            "dataset": "(default)"
+        }
+    }
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.43.3"
+}

huggingface-metadata.txt

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+url: https://huggingface.co/gghfez/SmartMaid-123b
+branch: main
+download date: 2024-09-27 13:51:41
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