Image-Text-to-Text
Transformers
Safetensors
glm5_next
glm
glm-5
multimodal
vision-language
Mixture of Experts
sparse-attention
mla
quantization
rfa
rfi
rocm
rdna4
gfx1201
4-bit precision
conversational
8-bit precision
Instructions to use djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700") 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?"} ] }, ] pipe(text=messages)# Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700") model = AutoModelForMultimodalLM.from_pretrained("djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700", 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
- Local Apps Settings
- vLLM
How to use djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'Use Docker
docker model run hf.co/djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700
- SGLang
How to use djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700 with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }' - Docker Model Runner
How to use djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700 with Docker Model Runner:
docker model run hf.co/djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700
Download config.json from djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700: direct link, hf CLI and curl.
- Browser
- Download file 108 kB
-
https://huggingface.co/djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700/resolve/main/config.json
- Command line
-
hf download hf://djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700/config.json
-
curl -L -o config.json https://huggingface.co/djdeniro/GLM-5.3-Flash-RFA-RFI8-8xR9700/resolve/main/config.json
108 kB
| { | |
| "architectures": [ | |
| "Glm5NextForConditionalGeneration" | |
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| "text_config": { | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "dtype": "bfloat16", | |
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| "first_k_dense_replace": 3, | |
| "hc_eps": 1e-06, | |
| "hc_mult": 4, | |
| "hc_sinkhorn_iters": 20, | |
| "head_dim": 0, | |
| "hidden_act": "silu", | |
| "hidden_size": 4096, | |
| "index_head_dim": 128, | |
| "index_kpool": 4, | |
| "index_kpool_always_select_tail": true, | |
| "index_kpool_compress": true, | |
| "index_n_heads": 32, | |
| "index_topk": 2048, | |
| "index_share_for_mtp_iteration": true, | |
| "indexer_rope_interleave": true, | |
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| "model_type": "glm5_next_text", | |
| "moe_intermediate_size": 2048, | |
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| "vocab_size": 154880 | |
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| "vision_config": { | |
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| "depth": 24, | |
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| "image_size": 448, | |
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| "model_type": "glm5_next_vision", | |
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| "temporal_patch_size": 2 | |
| }, | |
| "image_token_id": 154854, | |
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| "video_start_token_id": 154832, | |
| "video_end_token_id": 154833, | |
| "tie_word_embeddings": false, | |
| "model_type": "glm5_next", | |
| "transformers_version": "5.16.0", | |
| "quantization_config": { | |
| "config_groups": { | |
| "group_rfi": { | |
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| "input_activations": null, | |
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