Feature Extraction
Transformers
Safetensors
English
qwen3
text-generation-inference
unsloth
text-embeddings-inference
Instructions to use xtc2023/qm3_model_7B_q4bit_normal with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use xtc2023/qm3_model_7B_q4bit_normal with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="xtc2023/qm3_model_7B_q4bit_normal")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("xtc2023/qm3_model_7B_q4bit_normal") model = AutoModel.from_pretrained("xtc2023/qm3_model_7B_q4bit_normal", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Studio
How to use xtc2023/qm3_model_7B_q4bit_normal with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for xtc2023/qm3_model_7B_q4bit_normal to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for xtc2023/qm3_model_7B_q4bit_normal to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for xtc2023/qm3_model_7B_q4bit_normal to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="xtc2023/qm3_model_7B_q4bit_normal", max_seq_length=2048, )
File size: 841 Bytes
ca24906 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 | {
"architectures": [
"Qwen3Model"
],
"attention_bias": false,
"attention_dropout": 0.0,
"eos_token_id": 151645,
"head_dim": 128,
"hidden_act": "silu",
"hidden_size": 4096,
"initializer_range": 0.02,
"intermediate_size": 12288,
"max_position_embeddings": 40960,
"max_window_layers": 36,
"model_type": "qwen3",
"num_attention_heads": 32,
"num_hidden_layers": 36,
"num_key_value_heads": 8,
"pad_token_id": 151654,
"rms_norm_eps": 1e-06,
"rope_scaling": null,
"rope_theta": 1000000,
"sliding_window": null,
"tie_word_embeddings": false,
"torch_dtype": "float16",
"transformers_version": "4.51.3",
"unsloth_fixed": true,
"unsloth_version": "2025.4.1",
"use_cache": true,
"use_sliding_window": false,
"vocab_size": 151936
} |