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README.md ADDED
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+ ---
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+ base_model:
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+ - rinna/bilingual-gpt-neox-4b
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+ - rinna/japanese-gpt-neox-3.6b
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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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+ # merge
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [rinna/japanese-gpt-neox-3.6b](https://huggingface.co/rinna/japanese-gpt-neox-3.6b) 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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+ * [rinna/bilingual-gpt-neox-4b](https://huggingface.co/rinna/bilingual-gpt-neox-4b)
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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: rinna/bilingual-gpt-neox-4b
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+ parameters:
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+ weight: 1
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+ density: 1
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+ merge_method: ties
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+ base_model: rinna/japanese-gpt-neox-3.6b
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+ parameters:
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+ weight: 1
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+ density: 1
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+ normalize: true
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+ int8_mask: true
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+ dtype: float16
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "rinna/japanese-gpt-neox-3.6b",
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+ "architectures": [
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+ "GPTNeoXForCausalLM"
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+ ],
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+ "attention_bias": true,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 2,
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+ "classifier_dropout": 0.1,
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+ "eos_token_id": 3,
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+ "hidden_act": "gelu",
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+ "hidden_dropout": 0.0,
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+ "hidden_size": 2816,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 11264,
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+ "layer_norm_eps": 1e-05,
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+ "max_position_embeddings": 2048,
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+ "model_type": "gpt_neox",
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+ "num_attention_heads": 22,
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+ "num_hidden_layers": 36,
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+ "partial_rotary_factor": 1.0,
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+ "rope_scaling": null,
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+ "rope_theta": 10000,
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+ "rotary_emb_base": 10000,
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+ "rotary_pct": 1.0,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.45.2",
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+ "use_cache": true,
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+ "use_parallel_residual": false,
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+ "vocab_size": 32000
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+ }
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+ models:
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+ - model: rinna/bilingual-gpt-neox-4b
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+ parameters:
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+ weight: 1
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+ density: 1
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+ merge_method: ties
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+ base_model: rinna/japanese-gpt-neox-3.6b
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+ parameters:
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+ weight: 1
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+ density: 1
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+ normalize: true
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+ int8_mask: true
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+ dtype: float16
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