Image-Text-to-Text
KerasFormers
Keras
PyTorch
JAX
TensorFlow
English
Chinese
glm
glm4v_moe
multimodal
vision
mixture-of-experts
Instructions to use zeromodels/glm-4.5v with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- KerasFormers
How to use zeromodels/glm-4.5v with KerasFormers:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Keras
How to use zeromodels/glm-4.5v with Keras:
# Available backend options are: "jax", "torch", "tensorflow". import os os.environ["KERAS_BACKEND"] = "jax" import keras model = keras.saving.load_model("hf://zeromodels/glm-4.5v") - Notebooks
- Google Colab
- Kaggle
| { | |
| "library_name": "kerasformers", | |
| "kerasformers_version": "1.2.4", | |
| "model_module": "kerasformers.models.glm4v_moe", | |
| "model_class": "Glm4vMoeConditionalGenerate", | |
| "variant": "glm-4.5v", | |
| "weights": "model.weights.json", | |
| "schema_version": 2, | |
| "weight_dtype": "bfloat16", | |
| "weight_dtype_overrides": { | |
| "e_score_correction_bias": "float32" | |
| }, | |
| "model_type": "glm4v_moe", | |
| "text_config": { | |
| "vocab_size": 151552, | |
| "embed_dim": 4096, | |
| "mlp_dim": 10944, | |
| "moe_mlp_dim": 1408, | |
| "num_layers": 46, | |
| "num_heads": 96, | |
| "num_kv_heads": 8, | |
| "head_dim": 128, | |
| "num_experts": 128, | |
| "num_experts_per_tok": 8, | |
| "n_shared_experts": 1, | |
| "n_group": 1, | |
| "topk_group": 1, | |
| "norm_topk_prob": true, | |
| "routed_scaling_factor": 1.0, | |
| "first_k_dense": 1, | |
| "partial_rotary_factor": 0.5, | |
| "norm_eps": 1e-05, | |
| "rope_theta": 10000.0, | |
| "mrope_section": [ | |
| 8, | |
| 12, | |
| 12 | |
| ], | |
| "tie_embeddings": false, | |
| "vision_depth": 24, | |
| "vision_embed_dim": 1536, | |
| "vision_num_heads": 12, | |
| "vision_mlp_dim": 10944, | |
| "vision_out_dim": 4096, | |
| "image_size": 336, | |
| "patch_size": 14, | |
| "spatial_merge_size": 2, | |
| "temporal_patch_size": 2, | |
| "in_channels": 3, | |
| "vision_norm_eps": 1e-05, | |
| "image_token_id": 151363, | |
| "video_token_id": 151364, | |
| "image_start_token_id": 151339, | |
| "image_end_token_id": 151340, | |
| "video_start_token_id": 151341, | |
| "video_end_token_id": 151342 | |
| } | |
| } |