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README.md ADDED
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+ ---
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+ base_model:
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+ - Envoid/Mixtral-Instruct-ITR-8x7B
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+ - Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora
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+ - Envoid/Mixtral-Instruct-ITR-8x7B
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+ - retrieval-bar/Mixtral-8x7B-v0.1_case-briefs
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+ - NeverSleep/Noromaid-v0.4-Mixtral-Instruct-8x7b-Zloss
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+ - Envoid/Mixtral-Instruct-ITR-8x7B
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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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+ # output_merge2
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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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+ ### 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 [Envoid/Mixtral-Instruct-ITR-8x7B](https://huggingface.co/Envoid/Mixtral-Instruct-ITR-8x7B) 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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+ * ./output/ + /ai/LLM/tmp/pefts/daybreak-peft/mixtral-8x7b
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+ * [Envoid/Mixtral-Instruct-ITR-8x7B](https://huggingface.co/Envoid/Mixtral-Instruct-ITR-8x7B) + [Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora](https://huggingface.co/Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora)
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+ * [Envoid/Mixtral-Instruct-ITR-8x7B](https://huggingface.co/Envoid/Mixtral-Instruct-ITR-8x7B) + [retrieval-bar/Mixtral-8x7B-v0.1_case-briefs](https://huggingface.co/retrieval-bar/Mixtral-8x7B-v0.1_case-briefs)
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+ * [NeverSleep/Noromaid-v0.4-Mixtral-Instruct-8x7b-Zloss](https://huggingface.co/NeverSleep/Noromaid-v0.4-Mixtral-Instruct-8x7b-Zloss)
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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: ./output/+/ai/LLM/tmp/pefts/daybreak-peft/mixtral-8x7b
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+ parameters:
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+ density: 0.66
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+ weight: 1.0
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+ - model: Envoid/Mixtral-Instruct-ITR-8x7B+retrieval-bar/Mixtral-8x7B-v0.1_case-briefs
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+ parameters:
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+ density: 0.1
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+ weight: 0.25
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+ - model: Envoid/Mixtral-Instruct-ITR-8x7B+Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora
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+ parameters:
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+ density: 0.66
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+ weight: 0.5
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+ - model: NeverSleep/Noromaid-v0.4-Mixtral-Instruct-8x7b-Zloss
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+ parameters:
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+ density: 0.15
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+ weight: 0.3
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+ merge_method: dare_ties
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+ base_model: Envoid/Mixtral-Instruct-ITR-8x7B
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+ dtype: float16
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+
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "Envoid/Mixtral-Instruct-ITR-8x7B",
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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": "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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+ }
mergekit_config.yml ADDED
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+ models:
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+ - model: ./output/+/ai/LLM/tmp/pefts/daybreak-peft/mixtral-8x7b
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+ parameters:
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+ density: 0.66
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+ weight: 1.0
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+ - model: Envoid/Mixtral-Instruct-ITR-8x7B+retrieval-bar/Mixtral-8x7B-v0.1_case-briefs
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+ parameters:
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+ density: 0.1
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+ weight: 0.25
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+ - model: Envoid/Mixtral-Instruct-ITR-8x7B+Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora
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+ parameters:
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+ density: 0.66
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+ weight: 0.5
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+ - model: NeverSleep/Noromaid-v0.4-Mixtral-Instruct-8x7b-Zloss
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+ parameters:
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+ density: 0.15
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+ weight: 0.3
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+ merge_method: dare_ties
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+ base_model: Envoid/Mixtral-Instruct-ITR-8x7B
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+ dtype: float16
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+ "legacy": true,
36
+ "model_max_length": 1000000000000000019884624838656,
37
+ "pad_token": null,
38
+ "sp_model_kwargs": {},
39
+ "spaces_between_special_tokens": false,
40
+ "tokenizer_class": "LlamaTokenizer",
41
+ "unk_token": "<unk>",
42
+ "use_default_system_prompt": false
43
+ }