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---
library_name: keras-hub
---
This is a [`Llama3` model](https://keras.io/api/keras_hub/models/llama3) uploaded using the KerasHub library and can be used with JAX, TensorFlow, and PyTorch backends.
Model config:
* **name:** llama_backbone
* **trainable:** True
* **dtype:** {'module': 'keras.dtype_policies', 'class_name': 'DTypePolicyMap', 'config': {'default_policy': None, 'policy_map': {'token_embedding': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_0/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_0/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_0/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_0/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_0/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_0/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_0/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_1/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_1/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_1/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_1/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_1/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_1/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_1/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_2/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_2/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_2/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_2/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_2/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_2/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_2/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_3/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_3/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_3/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_3/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_3/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_3/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_3/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_4/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_4/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_4/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_4/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_4/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_4/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_4/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_5/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_5/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_5/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_5/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_5/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_5/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_5/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_6/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_6/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_6/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_6/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_6/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_6/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_6/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_7/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_7/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_7/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_7/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_7/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_7/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_7/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_8/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_8/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_8/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_8/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_8/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_8/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_8/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_9/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_9/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_9/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_9/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_9/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_9/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_9/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_10/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_10/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_10/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_10/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_10/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_10/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_10/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_11/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_11/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_11/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_11/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_11/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_11/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_11/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_12/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_12/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_12/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_12/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_12/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_12/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_12/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_13/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_13/feedforward_gate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_13/feedforward_intermediate_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_13/self_attention/attention_output': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_13/self_attention/value': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_13/self_attention/key': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_13/self_attention/query': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 'transformer_layer_14/feedforward_output_dense': {'module': 'keras.dtype_policies', 'class_name': 'QuantizedDTypePolicy', 'config': {'mode': 'int8', 'source_name': None}, 'registered_name': None}, 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'registered_name': None}
* **vocabulary_size:** 128256
* **num_layers:** 32
* **num_query_heads:** 32
* **hidden_dim:** 4096
* **intermediate_dim:** 14336
* **rope_max_wavelength:** 500000.0
* **rope_scaling_factor:** 1.0
* **num_key_value_heads:** 8
* **layer_norm_epsilon:** 1e-05
* **dropout:** 0
This model card has been generated automatically and should be completed by the model author. See [Model Cards documentation](https://huggingface.co/docs/hub/model-cards) for more information.
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