README.md ADDED
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+
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+ ---
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+ license: other
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+ language:
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+ - en
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+ base_model:
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+ - mistralai/Mistral-Large-Instruct-2407
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+ - NeverSleep/Lumimaid-v0.2-123B
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+ ---
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+
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+ # SmartMaid-123b
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+
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+ 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.
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+
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+ ## Model Details
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+
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+ - **Base Model**: Mistral-Large-Instruct-2407
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+ - **Influence Model**: Lumimaid-v0.2-123B
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+ - **Method**: LoRA extraction from Lumimaid and targetted application to Mistral-Large
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+ - **LoRA Configuration**:
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+ - Rank: 32
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+ - Alpha: 64
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+ - Target Module: `mlp.down_proj`
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+
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+ ## Process
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+
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+ 1. A LoRA was extracted from Lumimaid-v0.2-123B
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+ 2. This LoRA was then applied to a fresh instance of Mistral-Large-Instruct-2407 targetting only the mlp.down_proj modules.
29
+ 3. The resulting model was merged to create this standalone version.
30
+
31
+ ## Purpose
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+
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+ 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.
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+ 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.
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+
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+ ## Prompt Template
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+ ```
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+ <s>[INST] {input} [/INST] {output}</s>
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "gghfez/SmartMaid-123",
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+ "architectures": [
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+ "MistralForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "head_dim": 128,
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+ "hidden_act": "silu",
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+ "hidden_size": 12288,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 28672,
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+ "max_position_embeddings": 131072,
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+ "model_type": "mistral",
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+ "num_attention_heads": 96,
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+ "num_hidden_layers": 88,
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+ "num_key_value_heads": 8,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 1000000.0,
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+ "sliding_window": null,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.44.2",
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+ "use_cache": true,
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+ "vocab_size": 32768,
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+ "quantization_config": {
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+ "quant_method": "exl2",
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+ "version": "0.2.2",
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+ "bits": 6.0,
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+ "head_bits": 6,
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+ "calibration": {
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+ "rows": 115,
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+ "length": 2048,
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+ "dataset": "(default)"
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+ }
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+ }
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+ }
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "transformers_version": "4.43.3"
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+ }
huggingface-metadata.txt ADDED
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+ url: https://huggingface.co/gghfez/SmartMaid-123b
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+ branch: main
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+ download date: 2024-09-27 13:51:41
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