Any-to-Any
Transformers
Safetensors
Rust
English
muse_glimmer
image-text-to-text
tachibana
valiant
valiant-labs
meta
facebook
muse-glimmer
muse
glimmer
muse-glimmer-30b
30b
reasoning
code
code-instruct
python
typescript
javascript
java
c++
c
c#
go
haskell
shell
bash
azure
aws
gcp
cloud
scripting
powershell
problem-solving
architect
engineer
developer
creative
analytical
expert
rationality
conversational
chat
instruct
Instructions to use sequelbox/Muse-Glimmer-30B-Tachibana-Agent with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use sequelbox/Muse-Glimmer-30B-Tachibana-Agent with Transformers:
# Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("sequelbox/Muse-Glimmer-30B-Tachibana-Agent") model = AutoModelForMultimodalLM.from_pretrained("sequelbox/Muse-Glimmer-30B-Tachibana-Agent", device_map="auto") messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"}, {"type": "text", "text": "What animal is on the candy?"} ] }, ] inputs = processor.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(processor.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "MuseGlimmerForConditionalGeneration" | |
| ], | |
| "dtype": "bfloat16", | |
| "image_token_id": 200092, | |
| "model_type": "muse_glimmer", | |
| "out_hidden_size": 6144, | |
| "projector_hidden_act": "gelu", | |
| "projector_hidden_size": 4096, | |
| "text_config": { | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 200000, | |
| "eos_token_id": 200001, | |
| "final_logit_softcapping": 20.0, | |
| "head_dim": 128, | |
| "hidden_activation": "silu", | |
| "hidden_size": 6656, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 19968, | |
| "layer_rope_theta": [ | |
| 500000.0, | |
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| ], | |
| "layer_types": [ | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
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| "full_attention", | |
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| "full_attention", | |
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| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention" | |
| ], | |
| "max_position_embeddings": 131072, | |
| "model_type": "muse_glimmer_text", | |
| "num_attention_heads": 32, | |
| "num_hidden_layers": 52, | |
| "num_key_value_heads": 2, | |
| "output_multiplier": 0.19611613513818404, | |
| "pad_token_id": null, | |
| "post_norm_eps": 1e-08, | |
| "qk_scale_factor": 3.87, | |
| "rms_norm_eps": 1e-05, | |
| "rope_parameters": { | |
| "rope_theta": 500000.0, | |
| "rope_type": "default" | |
| }, | |
| "sliding_window": 2048, | |
| "tie_word_embeddings": false, | |
| "use_cache": true, | |
| "vocab_size": 202048 | |
| }, | |
| "transformers_version": "5.15.0.dev0", | |
| "video_token_id": 200091, | |
| "vision_config": { | |
| "hidden_act": "gelu", | |
| "hidden_size": 1536, | |
| "intermediate_size": 8960, | |
| "layer_norm_eps": 1e-05, | |
| "layer_types": [ | |
| "window_attention", | |
| "window_attention", | |
| "window_attention", | |
| "full_attention", | |
| "window_attention", | |
| "window_attention", | |
| "window_attention", | |
| "full_attention", | |
| "window_attention", | |
| "window_attention", | |
| "window_attention", | |
| "full_attention", | |
| "window_attention", | |
| "window_attention", | |
| "window_attention", | |
| "full_attention", | |
| "window_attention", | |
| "window_attention", | |
| "window_attention", | |
| "full_attention", | |
| "window_attention", | |
| "window_attention", | |
| "window_attention", | |
| "full_attention", | |
| "window_attention", | |
| "window_attention", | |
| "window_attention", | |
| "full_attention", | |
| "window_attention", | |
| "window_attention", | |
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| "window_attention", | |
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| "window_attention", | |
| "window_attention", | |
| "window_attention", | |
| "full_attention", | |
| "window_attention", | |
| "full_attention" | |
| ], | |
| "max_position_embeddings": 1024, | |
| "merge_size": 2, | |
| "model_type": "muse_glimmer_vision", | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 50, | |
| "patch_size": 14, | |
| "patch_temporal": 2, | |
| "pos_emb_height": 32, | |
| "pos_emb_width": 32, | |
| "rope_parameters": { | |
| "rope_theta": 10000.0, | |
| "rope_type": "default" | |
| } | |
| } | |
| } | |