models:-model:TheDrummer/Fallen-Gemma3-12B-v1#no parameters necessary for base model-model:IlyaGusev/saiga_gemma3_12bparameters:density:0.8weight:0.5-model:zelk12/MT1-gemma-3-12Bparameters:density:0.792weight:0.507-model:soob3123/amoral-gemma3-12B-v2parameters:density:0.684weight:0.615-model:zelk12/MT-Gen1-gemma-3-12Bparameters:density:0.518weight:0.781-model:zelk12/MT-gemma-3-12Bparameters:density:0.5weight:0.8merge_method:dare_tiesbase_model:TheDrummer/Fallen-Gemma3-12B-v1parameters:normalize:truedtype:bfloat16
💻 Usage
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "zelk12/MT5-Gen3_gemma-3-12B"
messages = [{"role": "user", "content": "What is a large language model?"}]
tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
"text-generation",
model=model,
torch_dtype=torch.float16,
device_map="auto",
)
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])
Runs of zelk12 MT5-Gen3_gemma-3-12B on huggingface.co
14
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
2
30-day runs
More Information About MT5-Gen3_gemma-3-12B huggingface.co Model
MT5-Gen3_gemma-3-12B huggingface.co is an AI model on huggingface.co that provides MT5-Gen3_gemma-3-12B's model effect (), which can be used instantly with this zelk12 MT5-Gen3_gemma-3-12B model. huggingface.co supports a free trial of the MT5-Gen3_gemma-3-12B model, and also provides paid use of the MT5-Gen3_gemma-3-12B. Support call MT5-Gen3_gemma-3-12B model through api, including Node.js, Python, http.
MT5-Gen3_gemma-3-12B huggingface.co is an online trial and call api platform, which integrates MT5-Gen3_gemma-3-12B's modeling effects, including api services, and provides a free online trial of MT5-Gen3_gemma-3-12B, you can try MT5-Gen3_gemma-3-12B online for free by clicking the link below.
zelk12 MT5-Gen3_gemma-3-12B online free url in huggingface.co:
MT5-Gen3_gemma-3-12B is an open source model from GitHub that offers a free installation service, and any user can find MT5-Gen3_gemma-3-12B on GitHub to install. At the same time, huggingface.co provides the effect of MT5-Gen3_gemma-3-12B install, users can directly use MT5-Gen3_gemma-3-12B installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
MT5-Gen3_gemma-3-12B install url in huggingface.co: