Instructions to use codefuse-ai/F2LLM-v2-160M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use codefuse-ai/F2LLM-v2-160M with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="codefuse-ai/F2LLM-v2-160M")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("codefuse-ai/F2LLM-v2-160M") model = AutoModel.from_pretrained("codefuse-ai/F2LLM-v2-160M", device_map="auto") - sentence-transformers
How to use codefuse-ai/F2LLM-v2-160M with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("codefuse-ai/F2LLM-v2-160M") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
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fix hidden size
Verified signatureAFAICT the hidden size of the model is 640 so the pooling dimension would also be 640 https://huggingface.co/codefuse-ai/F2LLM-v2-160M/blob/main/config.json#L126db11a3
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Truncate layer_types to match num_hidden_layers (#1)
- Truncate layer_types to match num_hidden_layers (a6f9c87cd90598b9580dcc6bb1b582e8fb6984d1) Co-authored-by: Alexander Miller <alex-miller-gov@users.noreply.huggingface.co>4013fb0
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