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keras
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qwen2.5_3b_en

Text Generation
KerasHub
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Files changed (9) hide show
  1. README.md +25 -0
  2. assets/tokenizer/merges.txt +0 -0
  3. assets/tokenizer/vocabulary.json +0 -0
  4. config.json +24 -0
  5. metadata.json +9 -0
  6. model.weights.h5 +3 -0
  7. preprocessor.json +65 -0
  8. task.json +97 -0
  9. tokenizer.json +44 -0
README.md ADDED
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+ ---
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+ library_name: keras-hub
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+ pipeline_tag: text-generation
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+ ---
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+ This is a [`Qwen` model](https://keras.io/api/keras_hub/models/qwen) uploaded using the KerasHub library and can be used with JAX, TensorFlow, and PyTorch backends.
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+ This model is related to a `CausalLM` task.
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+
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+ Model config:
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+ * **name:** qwen_backbone
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+ * **trainable:** True
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+ * **vocabulary_size:** 151936
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+ * **num_layers:** 36
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+ * **num_query_heads:** 16
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+ * **hidden_dim:** 2048
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+ * **intermediate_dim:** 11008
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+ * **rope_max_wavelength:** 1000000.0
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+ * **rope_scaling_factor:** 1.0
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+ * **num_key_value_heads:** 2
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+ * **layer_norm_epsilon:** 1e-06
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+ * **dropout:** 0
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+ * **tie_word_embeddings:** True
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+ * **use_sliding_window_attention:** [False]
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+ * **sliding_window_size:** 32768
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+
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+ 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.
assets/tokenizer/merges.txt ADDED
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assets/tokenizer/vocabulary.json ADDED
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config.json ADDED
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+ {
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+ "module": "keras_hub.src.models.qwen.qwen_backbone",
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+ "class_name": "QwenBackbone",
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+ "config": {
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+ "name": "qwen_backbone",
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+ "trainable": true,
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+ "vocabulary_size": 151936,
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+ "num_layers": 36,
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+ "num_query_heads": 16,
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+ "rope_scaling_factor": 1.0,
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+ "num_key_value_heads": 2,
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+ "layer_norm_epsilon": 1e-06,
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+ "dropout": 0,
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+ "tie_word_embeddings": true,
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+ "use_sliding_window_attention": [
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+ false
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+ ],
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+ "sliding_window_size": 32768
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+ },
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+ "registered_name": "keras_hub>QwenBackbone"
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+ }
metadata.json ADDED
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+ {
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+ "keras_version": "3.8.0",
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+ "keras_hub_version": "0.20.0.dev202503250356",
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+ "parameter_count": 3085938688,
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+ "date_saved": "2025-03-28@12:59:33",
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+ "tasks": [
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+ "CausalLM"
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+ ]
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+ }
model.weights.h5 ADDED
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preprocessor.json ADDED
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+ {
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+ "module": "keras_hub.src.models.qwen.qwen_causal_lm_preprocessor",
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+ "class_name": "QwenCausalLMPreprocessor",
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+ "config": {
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+ "name": "qwen_causal_lm_preprocessor_2",
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+ "tokenizer": {
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+ "class_name": "QwenTokenizer",
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+ "config": {
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+ "name": "qwen_tokenizer",
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+ "trainable": true,
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+ "dtype": {
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+ "module": "keras",
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+ "class_name": "DTypePolicy",
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+ "registered_name": "keras_hub>QwenCausalLMPreprocessor"
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task.json ADDED
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+ {
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+ "module": "keras_hub.src.models.qwen.qwen_causal_lm",
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+ "class_name": "QwenCausalLM",
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+ "config": {
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+ "backbone": {
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+ "module": "keras_hub.src.models.qwen.qwen_backbone",
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+ "class_name": "QwenBackbone",
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+ "config": {
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+ "name": "qwen_backbone",
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+ "trainable": true,
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+ "vocabulary_size": 151936,
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+ "num_layers": 36,
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+ "num_query_heads": 16,
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+ "num_key_value_heads": 2,
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+ "layer_norm_epsilon": 1e-06,
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+ "dropout": 0,
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+ "tie_word_embeddings": true,
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+ ],
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+ "sliding_window_size": 32768
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+ },
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+ "registered_name": "keras_hub>QwenBackbone"
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+ },
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+ "preprocessor": {
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+ "module": "keras_hub.src.models.qwen.qwen_causal_lm_preprocessor",
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+ "class_name": "QwenCausalLMPreprocessor",
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+ "config": {
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+ "trainable": true,
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+ "config": {
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+ "name": "qwen_causal_lm"
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+ "registered_name": "keras_hub>QwenCausalLM"
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tokenizer.json ADDED
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