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README.md ADDED
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+ ---
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+ base_model: []
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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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+ # Nous-Hermes-2-Mixtruct-v0.1-8x7B-DPO-DARE_TIES-exl2-5.0bpw
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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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+ ## Merge Details
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+
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+ An experimental merge.
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+
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+ Prompt format: ChatML or Mixtral-8x7B-Instruct-v0.1
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+
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+ ### Merge Method
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+
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+ This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using ./models/Mixtral-8x7B-v0.1 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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+ * [Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1)
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+ * [Nous-Hermes-2-Mixtral-8x7B-DPO](https://huggingface.co/NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO)
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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: ./models/Mixtral-8x7B-Instruct-v0.1
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+ parameters:
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+ density: 0.5
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+ weight: 1.0
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+ - model: ./models/Nous-Hermes-2-Mixtral-8x7B-DPO
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+ parameters:
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+ density: 0.5
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+ weight: 0.5
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+ merge_method: dare_ties
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+ base_model: ./models/Mixtral-8x7B-v0.1
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+ parameters:
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+ #normalize: false
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+ #int8_mask: true
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+ dtype: bfloat16
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "./models/Mixtral-8x7B-v0.1",
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+ "architectures": [
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+ "MixtralForCausalLM"
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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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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 14336,
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+ "max_position_embeddings": 32768,
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+ "model_type": "mixtral",
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+ "num_attention_heads": 32,
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+ "num_experts_per_tok": 2,
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+ "num_hidden_layers": 32,
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+ "num_key_value_heads": 8,
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+ "num_local_experts": 8,
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+ "output_router_logits": false,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 1000000.0,
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+ "router_aux_loss_coef": 0.02,
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+ "sliding_window": null,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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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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+ }
mergekit_config.yml ADDED
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+ models:
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+ - model: ./models/Mixtral-8x7B-Instruct-v0.1
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+ parameters:
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+ density: 0.5
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+ weight: 1.0
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+ - model: ./models/Nous-Hermes-2-Mixtral-8x7B-DPO
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+ parameters:
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+ density: 0.5
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+ weight: 0.5
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+ merge_method: dare_ties
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+ base_model: ./models/Mixtral-8x7B-v0.1
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+ parameters:
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+ #normalize: false
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+ #int8_mask: true
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+ dtype: bfloat16
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