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README.md ADDED
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+ ---
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+ license: cc-by-nc-4.0
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+ base_model:
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+ - migtissera/Tess-70B-v1.6
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+ - 152334H/miqu-1-70b-sf
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+ - NeverSleep/MiquMaid-v2-70B
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+ - sophosympatheia/Midnight-Miqu-70B-v1.0
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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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+ # Miqu-MS-70B
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+
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+ This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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+
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+ The new MODEL STOCK merge method was used, see below for more information!
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+
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+ Feedback on this model is greatly appreciated! I hope this new merge method will be able to fill some hole Miqu have.
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+
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+ ## Prompt format
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+
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+ Since it was made with model using different prompt format, the following should work.
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+
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+ ### Alpaca
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+
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+ ```
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+ ### Instruction:
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+ {system prompt}
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+
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+ ### Input:
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+ {prompt}
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+
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+ ### Response:
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+ {output}
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+ ```
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+
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+ ### Mistral
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+
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+ ```
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+ [INST] {prompt} [/INST]
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+ ```
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+
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+ ### Vicuna
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+
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+ ```
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+ SYSTEM: <ANY SYSTEM CONTEXT>
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+ USER:
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+ ASSISTANT:
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+ ```
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+
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+ ## Merge Details
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+ ### Merge Method
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+
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+ This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [152334H/miqu-1-70b-sf](https://huggingface.co/152334H/miqu-1-70b-sf) as a base.
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+
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+ ### Models Merged
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+
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+ The following models were included in the merge:
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+ * [migtissera/Tess-70B-v1.6](https://huggingface.co/migtissera/Tess-70B-v1.6)
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+ * [NeverSleep/MiquMaid-v2-70B](https://huggingface.co/NeverSleep/MiquMaid-v2-70B)
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+ * [sophosympatheia/Midnight-Miqu-70B-v1.0](https://huggingface.co/sophosympatheia/Midnight-Miqu-70B-v1.0)
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+
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+ ### Configuration
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+
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+ The following YAML configuration was used to produce this model:
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+
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+ ```yaml
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+ models:
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+ - model: NeverSleep/MiquMaid-v2-70B
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+ - model: sophosympatheia/Midnight-Miqu-70B-v1.0
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+ - model: migtissera/Tess-70B-v1.6
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+ - model: 152334H/miqu-1-70b-sf
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+ merge_method: model_stock
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+ base_model: 152334H/miqu-1-70b-sf
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+ dtype: bfloat16
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+ ```
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+
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+ ## Support
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+
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+ If you want to support me, you can [here](https://ko-fi.com/undiai).
config.json ADDED
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+ {
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+ "_name_or_path": "152334H/miqu-1-70b-sf",
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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": "bfloat16",
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+ "transformers_version": "4.39.2",
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+ "use_cache": true,
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+ "vocab_size": 32000,
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+ "quantization_config": {
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+ "quant_method": "exl2",
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+ "version": "0.0.17",
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+ "bits": 5.0,
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+ "head_bits": 6,
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+ "calibration": {
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+ "rows": 100,
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+ "length": 2048,
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+ "dataset": "(default)"
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+ }
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+ }
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+ }
measurement.json ADDED
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mergekit_config.yml ADDED
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+ models:
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+ - model: NeverSleep/MiquMaid-v2-70B
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+ - model: sophosympatheia/Midnight-Miqu-70B-v1.0
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+ - model: migtissera/Tess-70B-v1.6
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+ - model: 152334H/miqu-1-70b-sf
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+ merge_method: model_stock
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+ base_model: 152334H/miqu-1-70b-sf
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+ dtype: bfloat16
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