Sentence Similarity
sentence-transformers
Safetensors
mamba2
feature-extraction
vertical-chunking
custom_code
Instructions to use dynatrace-oss/llama-embed-mamba2-7b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use dynatrace-oss/llama-embed-mamba2-7b with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("dynatrace-oss/llama-embed-mamba2-7b", trust_remote_code=True) sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
chore: use original tokenizer and tokenizer config
Browse files- special_tokens_map.json +30 -0
- tokenizer.json +9 -2
- tokenizer_config.json +0 -0
special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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{
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"version": "1.0",
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"truncation": null,
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"padding":
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"added_tokens": [
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{
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"id": 0,
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"model": {
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"type": "BPE",
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"dropout": null,
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"unk_token":
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"continuing_subword_prefix": null,
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"end_of_word_suffix": null,
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"fuse_unk": true,
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{
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"version": "1.0",
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"truncation": null,
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"padding": {
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"strategy": "BatchLongest",
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"direction": "Left",
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"pad_to_multiple_of": null,
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"pad_id": 2,
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"pad_type_id": 0,
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"pad_token": "</s>"
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},
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"added_tokens": [
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{
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"id": 0,
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"model": {
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"type": "BPE",
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"dropout": null,
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"unk_token": "<unk>",
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"continuing_subword_prefix": null,
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"end_of_word_suffix": null,
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"fuse_unk": true,
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tokenizer_config.json
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