Instructions to use Qwen/Qwen3.8-Flash-Next-FP8 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Qwen/Qwen3.8-Flash-Next-FP8 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="Qwen/Qwen3.8-Flash-Next-FP8") 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("Qwen/Qwen3.8-Flash-Next-FP8") model = AutoModelForMultimodalLM.from_pretrained("Qwen/Qwen3.8-Flash-Next-FP8", 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 Qwen/Qwen3.8-Flash-Next-FP8 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Qwen/Qwen3.8-Flash-Next-FP8" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Qwen/Qwen3.8-Flash-Next-FP8", "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/Qwen/Qwen3.8-Flash-Next-FP8
- SGLang
How to use Qwen/Qwen3.8-Flash-Next-FP8 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 "Qwen/Qwen3.8-Flash-Next-FP8" \ --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": "Qwen/Qwen3.8-Flash-Next-FP8", "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 "Qwen/Qwen3.8-Flash-Next-FP8" \ --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": "Qwen/Qwen3.8-Flash-Next-FP8", "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 Qwen/Qwen3.8-Flash-Next-FP8 with Docker Model Runner:
docker model run hf.co/Qwen/Qwen3.8-Flash-Next-FP8
| { | |
| "architectures": [ | |
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| "language_model_only": false, | |
| "model_type": "qwen4_exp", | |
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| "attention_dropout": 0.0, | |
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| "hc_count": 4, | |
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| "head_dim": 256, | |
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| "hidden_act": "silu", | |
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| "indexer_compress_ratio": 4, | |
| "indexer_head_dim": 128, | |
| "indexer_kv_heads": 1, | |
| "indexer_n_heads": 4, | |
| "initializer_range": 0.02, | |
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| "linear_num_key_heads": 16, | |
| "linear_num_value_heads": 48, | |
| "linear_value_head_dim": 128, | |
| "make_ngram_vocab_size_divisible_by": 128, | |
| "mamba_ssm_dtype": "float32", | |
| "max_position_embeddings": 262144, | |
| "model_type": "qwen4_exp_text", | |
| "moe_intermediate_size": 640, | |
| "mtp": { | |
| "hybrid": true, | |
| "layer_types": [ | |
| "full_attention" | |
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| "mtp_use_hidden_state_from_layer": null, | |
| "num_hidden_layers": 1, | |
| "rope_theta": 10000000 | |
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| "mtp_use_dedicated_embeddings": false, | |
| "ngram_size": 3, | |
| "ngram_vocab_size_base": 20000000, | |
| "num_attention_heads": 24, | |
| "num_experts": 512, | |
| "num_experts_per_tok": 10, | |
| "num_hidden_layers": 48, | |
| "num_key_value_heads": 2, | |
| "output_gate_type": "sigmoid", | |
| "output_router_logits": false, | |
| "pad_token_id": null, | |
| "partial_rotary_factor": 0.25, | |
| "ple_conv_kernel_size": 4, | |
| "ple_embed_dim": 2560, | |
| "ple_layer_ids": [ | |
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| "rms_norm_eps": 1e-06, | |
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| 11, | |
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| "partial_rotary_factor": 0.25, | |
| "rope_theta": 10000000, | |
| "rope_type": "default" | |
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| "router_aux_loss_coef": 0.001, | |
| "shared_expert_intermediate_size": 640, | |
| "split_ngram_parts": 128, | |
| "tie_word_embeddings": false, | |
| "use_cache": true, | |
| "vocab_size": 248320 | |
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| "tie_word_embeddings": false, | |
| "transformers_version": "5.8.0.dev0", | |
| "video_token_id": 248057, | |
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| "depth": 27, | |
| "hidden_act": "gelu_pytorch_tanh", | |
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| "initializer_range": 0.02, | |
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| "model_type": "qwen4_exp", | |
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| "vision_end_token_id": 248054, | |
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| "activation_scheme": "dynamic", | |
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| "act_per_tensor": false, | |
| "weight_block_size": [ | |
| 128, | |
| 128 | |
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| "model.language_model.layers.17.linear_attn.in_proj_z", | |
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| "model.language_model.layers.6.mlp_hyper_connection.block_inject_weight", | |
| "model.language_model.layers.6.mlp_hyper_connection.input_mix_weight_down", | |
| "model.language_model.layers.6.mlp_hyper_connection.input_mix_weight_up", | |
| "model.language_model.layers.7.attn_hyper_connection.block_inject_weight", | |
| "model.language_model.layers.7.attn_hyper_connection.input_mix_weight_down", | |
| "model.language_model.layers.7.attn_hyper_connection.input_mix_weight_up", | |
| "model.language_model.layers.7.mlp.gate", | |
| "model.language_model.layers.7.mlp.shared_expert.down_proj", | |
| "model.language_model.layers.7.mlp.shared_expert.gate_proj", | |
| "model.language_model.layers.7.mlp.shared_expert.up_proj", | |
| "model.language_model.layers.7.mlp.shared_expert_gate", | |
| "model.language_model.layers.7.mlp_hyper_connection.block_inject_weight", | |
| "model.language_model.layers.7.mlp_hyper_connection.input_mix_weight_down", | |
| "model.language_model.layers.7.mlp_hyper_connection.input_mix_weight_up", | |
| "model.language_model.layers.7.self_attn.indexer.index_qk_proj", | |
| "model.language_model.layers.7.self_attn.k_proj", | |
| "model.language_model.layers.7.self_attn.o_proj", | |
| "model.language_model.layers.7.self_attn.q_proj", | |
| "model.language_model.layers.7.self_attn.v_proj", | |
| "model.language_model.layers.8.attn_hyper_connection.block_inject_weight", | |
| "model.language_model.layers.8.attn_hyper_connection.input_mix_weight_down", | |
| "model.language_model.layers.8.attn_hyper_connection.input_mix_weight_up", | |
| "model.language_model.layers.8.linear_attn.conv1d", | |
| "model.language_model.layers.8.linear_attn.in_proj_a", | |
| "model.language_model.layers.8.linear_attn.in_proj_b", | |
| "model.language_model.layers.8.linear_attn.in_proj_qkv", | |
| "model.language_model.layers.8.linear_attn.in_proj_z", | |
| "model.language_model.layers.8.linear_attn.out_proj", | |
| "model.language_model.layers.8.mlp.gate", | |
| "model.language_model.layers.8.mlp.shared_expert.down_proj", | |
| "model.language_model.layers.8.mlp.shared_expert.gate_proj", | |
| "model.language_model.layers.8.mlp.shared_expert.up_proj", | |
| "model.language_model.layers.8.mlp.shared_expert_gate", | |
| "model.language_model.layers.8.mlp_hyper_connection.block_inject_weight", | |
| "model.language_model.layers.8.mlp_hyper_connection.input_mix_weight_down", | |
| "model.language_model.layers.8.mlp_hyper_connection.input_mix_weight_up", | |
| "model.language_model.layers.9.attn_hyper_connection.block_inject_weight", | |
| "model.language_model.layers.9.attn_hyper_connection.input_mix_weight_down", | |
| "model.language_model.layers.9.attn_hyper_connection.input_mix_weight_up", | |
| "model.language_model.layers.9.linear_attn.conv1d", | |
| "model.language_model.layers.9.linear_attn.in_proj_a", | |
| "model.language_model.layers.9.linear_attn.in_proj_b", | |
| "model.language_model.layers.9.linear_attn.in_proj_qkv", | |
| "model.language_model.layers.9.linear_attn.in_proj_z", | |
| "model.language_model.layers.9.linear_attn.out_proj", | |
| "model.language_model.layers.9.mlp.gate", | |
| "model.language_model.layers.9.mlp.shared_expert.down_proj", | |
| "model.language_model.layers.9.mlp.shared_expert.gate_proj", | |
| "model.language_model.layers.9.mlp.shared_expert.up_proj", | |
| "model.language_model.layers.9.mlp.shared_expert_gate", | |
| "model.language_model.layers.9.mlp_hyper_connection.block_inject_weight", | |
| "model.language_model.layers.9.mlp_hyper_connection.input_mix_weight_down", | |
| "model.language_model.layers.9.mlp_hyper_connection.input_mix_weight_up", | |
| "model.visual.blocks.0.attn.proj", | |
| "model.visual.blocks.0.attn.qkv", | |
| "model.visual.blocks.0.mlp.linear_fc1", | |
| "model.visual.blocks.0.mlp.linear_fc2", | |
| "model.visual.blocks.1.attn.proj", | |
| "model.visual.blocks.1.attn.qkv", | |
| "model.visual.blocks.1.mlp.linear_fc1", | |
| "model.visual.blocks.1.mlp.linear_fc2", | |
| "model.visual.blocks.10.attn.proj", | |
| "model.visual.blocks.10.attn.qkv", | |
| "model.visual.blocks.10.mlp.linear_fc1", | |
| "model.visual.blocks.10.mlp.linear_fc2", | |
| "model.visual.blocks.11.attn.proj", | |
| "model.visual.blocks.11.attn.qkv", | |
| "model.visual.blocks.11.mlp.linear_fc1", | |
| "model.visual.blocks.11.mlp.linear_fc2", | |
| "model.visual.blocks.12.attn.proj", | |
| "model.visual.blocks.12.attn.qkv", | |
| "model.visual.blocks.12.mlp.linear_fc1", | |
| "model.visual.blocks.12.mlp.linear_fc2", | |
| "model.visual.blocks.13.attn.proj", | |
| "model.visual.blocks.13.attn.qkv", | |
| "model.visual.blocks.13.mlp.linear_fc1", | |
| "model.visual.blocks.13.mlp.linear_fc2", | |
| "model.visual.blocks.14.attn.proj", | |
| "model.visual.blocks.14.attn.qkv", | |
| "model.visual.blocks.14.mlp.linear_fc1", | |
| "model.visual.blocks.14.mlp.linear_fc2", | |
| "model.visual.blocks.15.attn.proj", | |
| "model.visual.blocks.15.attn.qkv", | |
| "model.visual.blocks.15.mlp.linear_fc1", | |
| "model.visual.blocks.15.mlp.linear_fc2", | |
| "model.visual.blocks.16.attn.proj", | |
| "model.visual.blocks.16.attn.qkv", | |
| "model.visual.blocks.16.mlp.linear_fc1", | |
| "model.visual.blocks.16.mlp.linear_fc2", | |
| "model.visual.blocks.17.attn.proj", | |
| "model.visual.blocks.17.attn.qkv", | |
| "model.visual.blocks.17.mlp.linear_fc1", | |
| "model.visual.blocks.17.mlp.linear_fc2", | |
| "model.visual.blocks.18.attn.proj", | |
| "model.visual.blocks.18.attn.qkv", | |
| "model.visual.blocks.18.mlp.linear_fc1", | |
| "model.visual.blocks.18.mlp.linear_fc2", | |
| "model.visual.blocks.19.attn.proj", | |
| "model.visual.blocks.19.attn.qkv", | |
| "model.visual.blocks.19.mlp.linear_fc1", | |
| "model.visual.blocks.19.mlp.linear_fc2", | |
| "model.visual.blocks.2.attn.proj", | |
| "model.visual.blocks.2.attn.qkv", | |
| "model.visual.blocks.2.mlp.linear_fc1", | |
| "model.visual.blocks.2.mlp.linear_fc2", | |
| "model.visual.blocks.20.attn.proj", | |
| "model.visual.blocks.20.attn.qkv", | |
| "model.visual.blocks.20.mlp.linear_fc1", | |
| "model.visual.blocks.20.mlp.linear_fc2", | |
| "model.visual.blocks.21.attn.proj", | |
| "model.visual.blocks.21.attn.qkv", | |
| "model.visual.blocks.21.mlp.linear_fc1", | |
| "model.visual.blocks.21.mlp.linear_fc2", | |
| "model.visual.blocks.22.attn.proj", | |
| "model.visual.blocks.22.attn.qkv", | |
| "model.visual.blocks.22.mlp.linear_fc1", | |
| "model.visual.blocks.22.mlp.linear_fc2", | |
| "model.visual.blocks.23.attn.proj", | |
| "model.visual.blocks.23.attn.qkv", | |
| "model.visual.blocks.23.mlp.linear_fc1", | |
| "model.visual.blocks.23.mlp.linear_fc2", | |
| "model.visual.blocks.24.attn.proj", | |
| "model.visual.blocks.24.attn.qkv", | |
| "model.visual.blocks.24.mlp.linear_fc1", | |
| "model.visual.blocks.24.mlp.linear_fc2", | |
| "model.visual.blocks.25.attn.proj", | |
| "model.visual.blocks.25.attn.qkv", | |
| "model.visual.blocks.25.mlp.linear_fc1", | |
| "model.visual.blocks.25.mlp.linear_fc2", | |
| "model.visual.blocks.26.attn.proj", | |
| "model.visual.blocks.26.attn.qkv", | |
| "model.visual.blocks.26.mlp.linear_fc1", | |
| "model.visual.blocks.26.mlp.linear_fc2", | |
| "model.visual.blocks.3.attn.proj", | |
| "model.visual.blocks.3.attn.qkv", | |
| "model.visual.blocks.3.mlp.linear_fc1", | |
| "model.visual.blocks.3.mlp.linear_fc2", | |
| "model.visual.blocks.4.attn.proj", | |
| "model.visual.blocks.4.attn.qkv", | |
| "model.visual.blocks.4.mlp.linear_fc1", | |
| "model.visual.blocks.4.mlp.linear_fc2", | |
| "model.visual.blocks.5.attn.proj", | |
| "model.visual.blocks.5.attn.qkv", | |
| "model.visual.blocks.5.mlp.linear_fc1", | |
| "model.visual.blocks.5.mlp.linear_fc2", | |
| "model.visual.blocks.6.attn.proj", | |
| "model.visual.blocks.6.attn.qkv", | |
| "model.visual.blocks.6.mlp.linear_fc1", | |
| "model.visual.blocks.6.mlp.linear_fc2", | |
| "model.visual.blocks.7.attn.proj", | |
| "model.visual.blocks.7.attn.qkv", | |
| "model.visual.blocks.7.mlp.linear_fc1", | |
| "model.visual.blocks.7.mlp.linear_fc2", | |
| "model.visual.blocks.8.attn.proj", | |
| "model.visual.blocks.8.attn.qkv", | |
| "model.visual.blocks.8.mlp.linear_fc1", | |
| "model.visual.blocks.8.mlp.linear_fc2", | |
| "model.visual.blocks.9.attn.proj", | |
| "model.visual.blocks.9.attn.qkv", | |
| "model.visual.blocks.9.mlp.linear_fc1", | |
| "model.visual.blocks.9.mlp.linear_fc2", | |
| "model.visual.merger.linear_fc1", | |
| "model.visual.merger.linear_fc2", | |
| "model.visual.patch_embed.proj", | |
| "model.visual.pos_embed", | |
| "mtp.fc_embedding", | |
| "mtp.fc_hidden", | |
| "mtp.hyper_connection_mixer.input_mix_weight_down", | |
| "mtp.hyper_connection_mixer.input_mix_weight_up", | |
| "mtp.layers.0.attn_hyper_connection.block_inject_weight", | |
| "mtp.layers.0.attn_hyper_connection.input_mix_weight_down", | |
| "mtp.layers.0.attn_hyper_connection.input_mix_weight_up", | |
| "mtp.layers.0.mlp.gate", | |
| "mtp.layers.0.mlp.shared_expert.down_proj", | |
| "mtp.layers.0.mlp.shared_expert.gate_proj", | |
| "mtp.layers.0.mlp.shared_expert.up_proj", | |
| "mtp.layers.0.mlp.shared_expert_gate", | |
| "mtp.layers.0.mlp_hyper_connection.block_inject_weight", | |
| "mtp.layers.0.mlp_hyper_connection.input_mix_weight_down", | |
| "mtp.layers.0.mlp_hyper_connection.input_mix_weight_up", | |
| "mtp.layers.0.self_attn.indexer.index_qk_proj", | |
| "mtp.layers.0.self_attn.k_proj", | |
| "mtp.layers.0.self_attn.o_proj", | |
| "mtp.layers.0.self_attn.q_proj", | |
| "mtp.layers.0.self_attn.v_proj" | |
| ] | |
| } | |
| } |