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granite-embedding-97m-multilingual-r2-GGUF

mykor / granite-embedding-97m-multilingual-r2-GGUF

Run on huggingface.co
huggingface.co
Total runs: 836
24-hour runs: 0
7-day runs: 75
30-day runs: 836
Model's Last Updated: April 30 2026
feature-extraction

Introduction of granite-embedding-97m-multilingual-r2-GGUF

Model Details of granite-embedding-97m-multilingual-r2-GGUF

Granite-Embedding-97M-Multilingual-R2-GGUF 

import numpy as np
from llama_cpp import Llama
from sentence_transformers import SentenceTransformer
from sentence_transformers.util import cos_sim

model = SentenceTransformer(
    "ibm-granite/granite-embedding-97m-multilingual-r2",
)
llama = Llama.from_pretrained(
    repo_id="mykor/granite-embedding-97m-multilingual-r2-GGUF",
    filename="granite-embedding-97M-multilingual-r2-BF16.gguf",
    verbose=False,
    embedding=True,
    n_ctx=0,
)

text = """이젠 깨어나 설레는 이 마음 따라
기다리던 오늘을 만들 거야

이 많은 시간을 난
흘리고 싶지는 않아

이제 나는 분명히
준비가 돼 있는데

어떤 무기력함이 와도
나에겐 의미가 없을 만큼

또다시 wake up 더 wake up
달궈져 더 뜨겁게

굳이 봐줄 필요 없어 어차피 never give up
뭐가 덤벼오든 나는 어쩌라 하듯이
뭐든 할 수 있을 거 같아

이젠 깨어나 설레는 이 마음 따라
기다리던 오늘을 만들 거야

도시 사이에 피어나 이겨내온 꽃처럼
분명 피워낼 거야 나를

나에게 남아 있는 게 얼마 되지 않는 것 같아도
두 번 다신 내게 부끄럽지 않게
똑바로 봐

굳이 봐줄 필요 없어 어차피 never give up
뭐가 덤벼오든 나는 어쩌라 하듯이
뭐든 이길 수 있을거야

이젠 깨어나 설레는 이 마음 따라
기다리던 오늘을 만들 거야

도시 사이에 피어나 이겨내온 꽃처럼
분명 피워낼 거야 나를

time’s up 몇 번을 해도 Overcharge
그만해도 된다 해도 (그만해도 된다 해도)
no matter no matter 숨이 차올라도
이 길을 바란다면

하늘 저 너머 뻗어가는 빛 따라
이 마음도 날려 곧 닿을 것만 같아

도시 사이에 피어나 이겨내온 꽃처럼
분명 피워낼 거야 나를"""

embed1 = model.encode(text)
embed2 = np.array(llama.embed(text), dtype=np.float32)
print(cos_sim(embed1, embed2).item())

0.7681353688240051

모델 성능 정상화에 대한 아이디어가 있으신 분은 제보 부탁드립니다.

Runs of mykor granite-embedding-97m-multilingual-r2-GGUF on huggingface.co

836
Total runs
0
24-hour runs
21
3-day runs
75
7-day runs
836
30-day runs

More Information About granite-embedding-97m-multilingual-r2-GGUF huggingface.co Model

More granite-embedding-97m-multilingual-r2-GGUF license Visit here:

https://choosealicense.com/licenses/apache-2.0

granite-embedding-97m-multilingual-r2-GGUF huggingface.co

granite-embedding-97m-multilingual-r2-GGUF huggingface.co is an AI model on huggingface.co that provides granite-embedding-97m-multilingual-r2-GGUF's model effect (), which can be used instantly with this mykor granite-embedding-97m-multilingual-r2-GGUF model. huggingface.co supports a free trial of the granite-embedding-97m-multilingual-r2-GGUF model, and also provides paid use of the granite-embedding-97m-multilingual-r2-GGUF. Support call granite-embedding-97m-multilingual-r2-GGUF model through api, including Node.js, Python, http.

granite-embedding-97m-multilingual-r2-GGUF huggingface.co Url

https://huggingface.co/mykor/granite-embedding-97m-multilingual-r2-GGUF

mykor granite-embedding-97m-multilingual-r2-GGUF online free

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mykor granite-embedding-97m-multilingual-r2-GGUF online free url in huggingface.co:

https://huggingface.co/mykor/granite-embedding-97m-multilingual-r2-GGUF

granite-embedding-97m-multilingual-r2-GGUF install

granite-embedding-97m-multilingual-r2-GGUF is an open source model from GitHub that offers a free installation service, and any user can find granite-embedding-97m-multilingual-r2-GGUF on GitHub to install. At the same time, huggingface.co provides the effect of granite-embedding-97m-multilingual-r2-GGUF install, users can directly use granite-embedding-97m-multilingual-r2-GGUF installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

granite-embedding-97m-multilingual-r2-GGUF install url in huggingface.co:

https://huggingface.co/mykor/granite-embedding-97m-multilingual-r2-GGUF

Url of granite-embedding-97m-multilingual-r2-GGUF

granite-embedding-97m-multilingual-r2-GGUF huggingface.co Url

Provider of granite-embedding-97m-multilingual-r2-GGUF huggingface.co

mykor
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