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README.md ADDED
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+ ---
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+ base_model:
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+ - openai-community/gpt2-xl
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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 [openai-community/gpt2-xl](https://huggingface.co/openai-community/gpt2-xl) 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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+
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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: openai-community/gpt2-xl
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+ parameters:
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+ density: 0.5
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+ weight: 0.5
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+ - model: openai-community/gpt2-xl
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+ parameters:
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+ density: 0.5
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+ weight: 0.5
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+
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+ merge_method: ties
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+ base_model: openai-community/gpt2-xl
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+ parameters:
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+ normalize: false
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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": "openai-community/gpt2-xl",
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+ "activation_function": "gelu_new",
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+ "architectures": [
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+ "GPT2LMHeadModel"
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+ ],
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+ "attn_pdrop": 0.1,
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+ "bos_token_id": 50256,
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+ "embd_pdrop": 0.1,
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+ "eos_token_id": 50256,
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+ "initializer_range": 0.02,
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+ "layer_norm_epsilon": 1e-05,
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+ "model_type": "gpt2",
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+ "n_ctx": 1024,
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+ "n_embd": 1600,
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+ "n_head": 25,
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+ "n_inner": null,
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+ "n_layer": 48,
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+ "n_positions": 1024,
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+ "output_past": true,
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+ "reorder_and_upcast_attn": false,
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+ "resid_pdrop": 0.1,
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+ "scale_attn_by_inverse_layer_idx": false,
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+ "scale_attn_weights": true,
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+ "summary_activation": null,
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+ "summary_first_dropout": 0.1,
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+ "summary_proj_to_labels": true,
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+ "summary_type": "cls_index",
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+ "summary_use_proj": true,
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+ "task_specific_params": {
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+ "text-generation": {
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+ "do_sample": true,
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+ "max_length": 50
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+ }
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+ },
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.44.1",
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+ "use_cache": true,
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+ "vocab_size": 50257
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+ }
mergekit_config.yml ADDED
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+ models:
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+ - model: openai-community/gpt2-xl
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+ parameters:
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+ density: 0.5
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+ weight: 0.5
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+ - model: openai-community/gpt2-xl
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+ parameters:
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+ density: 0.5
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+ weight: 0.5
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+
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+ merge_method: ties
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+ base_model: openai-community/gpt2-xl
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+ parameters:
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+ normalize: false
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+ int8_mask: true
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+ dtype: float16
merges.txt ADDED
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