diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..fcaaedac0ba2d2ef2d3f21b945fd01539b810834 --- /dev/null +++ b/README.md @@ -0,0 +1,47 @@ +--- +base_model: +- meta-llama/Meta-Llama-3.1-405B-Instruct +library_name: transformers +tags: +- mergekit +- merge + +--- +# merge + +This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). + +## Merge Details +### Merge Method + +This model was merged using the passthrough merge method. + +### Models Merged + +The following models were included in the merge: +* [meta-llama/Meta-Llama-3.1-405B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct) + +### Configuration + +The following YAML configuration was used to produce this model: + +```yaml +slices: +- sources: + - layer_range: [0, 42] + model: meta-llama/Meta-Llama-3.1-405B-Instruct +- sources: + - layer_range: [21, 63] + model: meta-llama/Meta-Llama-3.1-405B-Instruct +- sources: + - layer_range: [42, 84] + model: meta-llama/Meta-Llama-3.1-405B-Instruct +- sources: + - layer_range: [63, 105] + model: meta-llama/Meta-Llama-3.1-405B-Instruct +- sources: + - layer_range: [84, 126] + model: meta-llama/Meta-Llama-3.1-405B-Instruct +merge_method: passthrough +dtype: bfloat16 +``` diff --git a/config.json b/config.json new file mode 100644 index 0000000000000000000000000000000000000000..bcd9583408940bb743da18ba0b2cc5959cad333f --- /dev/null +++ b/config.json @@ -0,0 +1,39 @@ +{ + "_name_or_path": "meta-llama/Meta-Llama-3.1-405B-Instruct", + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "hidden_act": "silu", + "hidden_size": 16384, + "initializer_range": 0.02, + "intermediate_size": 53248, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 128, + "num_hidden_layers": 210, + "num_key_value_heads": 16, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.43.3", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/mergekit_config.yml b/mergekit_config.yml new file mode 100644 index 0000000000000000000000000000000000000000..b5bd3cc4bc85e9d26ddbffd02e360b8bc279b90b --- /dev/null +++ b/mergekit_config.yml @@ -0,0 +1,18 @@ +slices: +- sources: + - layer_range: [0, 42] + model: meta-llama/Meta-Llama-3.1-405B-Instruct +- sources: + - layer_range: [21, 63] + model: meta-llama/Meta-Llama-3.1-405B-Instruct +- sources: + - layer_range: [42, 84] + model: meta-llama/Meta-Llama-3.1-405B-Instruct +- sources: + - layer_range: [63, 105] + model: meta-llama/Meta-Llama-3.1-405B-Instruct +- 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