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Midnight-Miqu-70B-exl2-465-textgen.jpg ADDED
README.md ADDED
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+ ---
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+ base_model: []
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+ library_name: transformers
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+ tags:
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+ - mergekit
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+ - merge
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+ ---
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+
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+ <div style="width: auto; margin-left: auto; margin-right: auto">
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+ <img src="https://i.imgur.com/Tn9MBg6.png" alt="MidnightMiqu" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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+ </div>
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+
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+ # Midnight-Miqu-70B-v1.0 - EXL2 4.65bpw
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+
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+ This is a 4.65bpw EXL2 quant of [sophosympatheia/Midnight-Miqu-70B-v1.0](https://huggingface.co/sophosympatheia/Midnight-Miqu-70B-v1.0)
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+
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+ Details about the model and the merge info can be found at the above model page.
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+
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+ I have not extensively tested this quant/model other than ensuring I could load it and chat with it.
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+
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+ ## Model Loading
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+
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+ Below is an example of settings you can use to run this model on a dual 3090 Linux server.
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+
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+ ![image/jpg](Midnight-Miqu-70B-exl2-465-textgen.jpg)
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+
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+
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+ I have not tested inference above a couple K tokens. If the model blows out past 8k, consider a 8192 context without cache_8bit set.
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+
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+ ## Quant Details
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+
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+ This is the script used for quantization.
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+
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+ ```bash
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+ #!/bin/bash
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+
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+ # Activate the conda environment
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+ source ~/miniconda3/etc/profile.d/conda.sh
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+ conda activate exllamav2
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+
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+ # Define variables
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+ MODEL_DIR="models/sophosympatheia_Midnight-Miqu-70B-v1.0"
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+ OUTPUT_DIR="exl2_midnight70b"
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+ MEASUREMENT_FILE="measurements/midnight70b.json"
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+
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+ BIT_PRECISION=4.65
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+ CONVERTED_FOLDER="models/Midnight-Miqu-70B_exl2_4.65bpw"
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+
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+ # Create directories
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+ mkdir $OUTPUT_DIR
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+ mkdir $CONVERTED_FOLDER
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+
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+ # Run conversion commands
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+ # Below commented out due to using measurement file from 5.0 quant
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+ #python convert.py -i $MODEL_DIR -o $OUTPUT_DIR -nr -om $MEASUREMENT_FILE
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+ python convert.py -i $MODEL_DIR -o $OUTPUT_DIR -nr -m $MEASUREMENT_FILE -b $BIT_PRECISION -cf $CONVERTED_FOLDER
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+
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+ ```
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+
config.json ADDED
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+ {
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+ "_name_or_path": "midnight-miqu-70b",
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+ "architectures": [
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+ "LlamaForCausalLM"
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+ ],
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+ "attention_bias": false,
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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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+ "hidden_act": "silu",
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+ "hidden_size": 8192,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 28672,
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+ "max_position_embeddings": 32764,
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+ "model_type": "llama",
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+ "num_attention_heads": 64,
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+ "num_hidden_layers": 80,
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+ "num_key_value_heads": 8,
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+ "pad_token_id": 0,
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+ "pretraining_tp": 1,
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+ "rms_norm_eps": 1e-05,
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+ "rope_scaling": null,
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+ "rope_theta": 1000000,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.36.2",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
huggingface-metadata.txt ADDED
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+ url: https://huggingface.co/sophosympatheia/Midnight-Miqu-70B-v1.0
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+ branch: main
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+ download date: 2024-03-02 16:23:30
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+ sha256sum:
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