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README.md ADDED
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+ ---
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+ base_model:
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+ - premai-io/prem-1B-chat
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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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+ # output-model-directory
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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 passthrough merge method.
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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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+ * [premai-io/prem-1B-chat](https://huggingface.co/premai-io/prem-1B-chat)
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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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+ slices:
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+ - sources:
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+ - model: premai-io/prem-1B-chat
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+ layer_range: [0, 22]
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+ - sources:
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+ - model: premai-io/prem-1B-chat
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+ layer_range: [0, 22]
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+ merge_method: passthrough
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+ dtype: bfloat16
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+
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+ ```
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+ "<|start_header_id|>": 32000,
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+ "[PAD]": 32003
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+ }
config.json ADDED
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+ {
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+ "_name_or_path": "premai-io/prem-1B-chat",
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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": 2048,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 5632,
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+ "max_position_embeddings": 8192,
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+ "model_type": "llama",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 44,
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+ "num_key_value_heads": 4,
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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": 10000.0,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.40.2",
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+ "use_cache": true,
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+ "vocab_size": 32004
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+ }
mergekit_config.yml ADDED
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+
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+ slices:
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+ - sources:
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+ - model: premai-io/prem-1B-chat
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+ layer_range: [0, 22]
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+ - sources:
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+ - model: premai-io/prem-1B-chat
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+ layer_range: [0, 22]
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+ merge_method: passthrough
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+ dtype: bfloat16
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+ "bos_token": "<s>",
68
+ "chat_template": "{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}",
69
+ "clean_up_tokenization_spaces": false,
70
+ "eos_token": "</s>",
71
+ "legacy": false,
72
+ "model_max_length": 1000000000000000019884624838656,
73
+ "pad_token": "[PAD]",
74
+ "padding_side": "right",
75
+ "sp_model_kwargs": {},
76
+ "tokenizer_class": "LlamaTokenizer",
77
+ "unk_token": "<unk>",
78
+ "use_default_system_prompt": false
79
+ }