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README.md ADDED
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+ ---
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+ base_model:
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+ - codellama/CodeLlama-7b-hf
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+ - MrezaPRZ/CodeLlama-7B-sqlite-expert
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+ - MrezaPRZ/CodeLlama-7B-bigquery-expert
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+ - MrezaPRZ/CodeLlama-7B-postgres-expert
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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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+ # ties_experts
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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 [codellama/CodeLlama-7b-hf](https://huggingface.co/codellama/CodeLlama-7b-hf) 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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+ * [MrezaPRZ/CodeLlama-7B-sqlite-expert](https://huggingface.co/MrezaPRZ/CodeLlama-7B-sqlite-expert)
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+ * [MrezaPRZ/CodeLlama-7B-bigquery-expert](https://huggingface.co/MrezaPRZ/CodeLlama-7B-bigquery-expert)
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+ * [MrezaPRZ/CodeLlama-7B-postgres-expert](https://huggingface.co/MrezaPRZ/CodeLlama-7B-postgres-expert)
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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: MrezaPRZ/CodeLlama-7B-sqlite-expert
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+ parameters:
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+ density: 0.5
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+ weight: 0.33
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+ - model: MrezaPRZ/CodeLlama-7B-bigquery-expert
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+ parameters:
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+ density: 0.5
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+ weight: 0.33
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+ - model: MrezaPRZ/CodeLlama-7B-postgres-expert
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+ parameters:
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+ density: 0.5
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+ weight: 0.33
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+ merge_method: ties
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+ base_model: codellama/CodeLlama-7b-hf
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+ parameters:
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+ normalize: 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": "codellama/CodeLlama-7b-hf",
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+ "architectures": [
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+ "LlamaForCausalLM"
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+ ],
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+ "attention_bias": false,
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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": 11008,
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+ "max_position_embeddings": 16384,
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+ "mlp_bias": false,
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+ "model_type": "llama",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 32,
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+ "num_key_value_heads": 32,
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+ "pretraining_tp": 1,
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+ "rms_norm_eps": 1e-05,
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+ "rope_scaling": null,
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+ "rope_theta": 1000000,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.41.2",
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+ "use_cache": true,
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+ "vocab_size": 32016
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+ }
mergekit_config.yml ADDED
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+ models:
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+ - model: MrezaPRZ/CodeLlama-7B-sqlite-expert
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+ parameters:
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+ density: 0.5
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+ weight: 0.33
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+ - model: MrezaPRZ/CodeLlama-7B-bigquery-expert
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+ parameters:
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+ density: 0.5
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+ weight: 0.33
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+ - model: MrezaPRZ/CodeLlama-7B-postgres-expert
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+ parameters:
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+ density: 0.5
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+ weight: 0.33
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+ merge_method: ties
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+ base_model: codellama/CodeLlama-7b-hf
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+ parameters:
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+ normalize: true
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+ dtype: bfloat16
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+ "▁<EOT>"
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+ "content": "▁<EOT>",
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+ "▁<EOT>"
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+ "eot_token": "▁<EOT>",
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