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README.md ADDED
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+ ---
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+ base_model:
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+ - FelixChao/WestSeverus-7B-DPO-v2
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+ - DiscoResearch/DiscoLM_German_7b_v1
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+ - cognitivecomputations/openchat-3.5-0106-laser
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+ - mayflowergmbh/Wiedervereinigung-7b-dpo-laser
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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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+ # Brezn-7b
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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 [DiscoResearch/DiscoLM_German_7b_v1](https://huggingface.co/DiscoResearch/DiscoLM_German_7b_v1) 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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+ * [FelixChao/WestSeverus-7B-DPO-v2](https://huggingface.co/FelixChao/WestSeverus-7B-DPO-v2)
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+ * [cognitivecomputations/openchat-3.5-0106-laser](https://huggingface.co/cognitivecomputations/openchat-3.5-0106-laser)
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+ * [mayflowergmbh/Wiedervereinigung-7b-dpo-laser](https://huggingface.co/mayflowergmbh/Wiedervereinigung-7b-dpo-laser)
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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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+
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+ models:
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+ - model: DiscoResearch/DiscoLM_German_7b_v1
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+ # no parameters necessary for base model
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+ - model: FelixChao/WestSeverus-7B-DPO-v2
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+ parameters:
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+ density: 0.60
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+ weight: 0.30
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+ - model: mayflowergmbh/Wiedervereinigung-7b-dpo-laser
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+ parameters:
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+ density: 0.65
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+ weight: 0.40
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+ - model: cognitivecomputations/openchat-3.5-0106-laser
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+ parameters:
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+ density: 0.6
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+ weight: 0.3
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+ merge_method: dare_ties
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+ base_model: DiscoResearch/DiscoLM_German_7b_v1
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+ parameters:
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+ int8_mask: true
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+ tokenizer_source: base
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+
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+ dtype: bfloat16
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+ random_seed: 0
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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": "DiscoResearch/DiscoLM_German_7b_v1",
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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": 32000,
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+ "hidden_act": "silu",
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+ "max_position_embeddings": 32768,
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+ "model_type": "mistral",
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+ "num_attention_heads": 32,
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+ "num_key_value_heads": 8,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 10000.0,
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+ "sliding_window": 4096,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.39.0.dev0",
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+ "use_cache": true,
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+ "vocab_size": 32002
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+ }
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+
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+ models:
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+ - model: DiscoResearch/DiscoLM_German_7b_v1
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+ # no parameters necessary for base model
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+ - model: FelixChao/WestSeverus-7B-DPO-v2
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+ parameters:
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+ density: 0.60
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+ weight: 0.30
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+ - model: mayflowergmbh/Wiedervereinigung-7b-dpo-laser
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+ parameters:
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+ density: 0.65
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+ weight: 0.40
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+ - model: cognitivecomputations/openchat-3.5-0106-laser
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+ parameters:
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+ density: 0.6
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+ weight: 0.3
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+ merge_method: dare_ties
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+ base_model: DiscoResearch/DiscoLM_German_7b_v1
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+ parameters:
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+ int8_mask: true
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+ tokenizer_source: base
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+
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+ dtype: bfloat16
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+ random_seed: 0
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