Model Information
This is the version of meetween/Llama-speechlmm-1.0-l that was fine-tuned for Speech-to-Text Translation.
License: see LICENSE
Model Architecture
Identical to the base model. The model was obtained by training LoRA on the LLM. This repository contains the model weights with LoRA merged into the main weights.
How to Use
Identical to the base model.
Fine-tuning Data
This model has been fine-tuned on the same EuroParl-ST and CoVoST2 speech translation data ({en, fr, it, de, es} → {en, fr, it, de, es}) from the training data of the base model.
Evaluation Results
| DATASET: | CoVoST2 | ACL 60/60 | AVG | |||||
|---|---|---|---|---|---|---|---|---|
| BLEU | en-de | de-en | es-en | fr-en | it-en | en-fr | en-de | |
| SeamlessM4T | - | - | - | - | - | 40.4 | 28.0 | - |
| SpeechLMM_v1.0_L | 31.1 | 36.2 | 41.1 | 39.0 | 32.5 | 29.1 | 27.6 | 33.8 |
| SpeechLMM_v1.0_L_ST | 33.7 | 36.7 | 41.5 | 39.0 | 32.4 | 29.6 | 28.5 | 34.5 |
Framework Versions
- Transformers 4.45.0
- Pytorch 2.3.1+cu124.post2
- Datasets 3.2.0
- Tokenizers 0.20.0
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Base model
meetween/Llama-speechlmm-1.0-l