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30 changes: 15 additions & 15 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -120,21 +120,21 @@ for i, (transcription, original_text) in enumerate(zip(transcriptions, batch["ra
<!-- TODO : add new tokenizer, we'll get two tokenizer, add mssing speed numbers-->
| Model Name | Features | Parameters | Download Size (FP32) | Inference VRAM¹ | Real-Time Factor¹ (relative speed)² |
|---------------------|---------------|------------:|---------------:|---------------:|-----------:|
| [`omniASR_W2V_300M`](https://dl.fbaipublicfiles.com/mms/omniASR-W2V-300M.pt) | SSL | 317_390_592 | 1.2 GiB | | |
| [`omniASR_W2V_1B`](https://dl.fbaipublicfiles.com/mms/omniASR-W2V-1B.pt) | SSL | 965_514_752 | 3.6 GiB | | |
| [`omniASR_W2V_3B`](https://dl.fbaipublicfiles.com/mms/omniASR-W2V-3B.pt) | SSL | 3_064_124_672 | 12.0 GiB | | |
| [`omniASR_W2V_7B`](https://dl.fbaipublicfiles.com/mms/omniASR-W2V-7B.pt) | SSL | 6_488_487_168 | 25.0 GiB | | |
| [`omniASR_CTC_300M`](https://dl.fbaipublicfiles.com/mms/omniASR-CTC-300M.pt) | ASR | 325_494_996 | 1.3 GiB | ~2 GiB | 0.001 (96x) |
| [`omniASR_CTC_1B`](https://dl.fbaipublicfiles.com/mms/omniASR-CTC-1B.pt) | ASR | 975_065_300 | 3.7 GiB | ~3 GiB | 0.002 (48x) |
| [`omniASR_CTC_3B`](https://dl.fbaipublicfiles.com/mms/omniASR-CTC-3B.pt) | ASR | 3_080_423_636 | 12.0 GiB | ~8 GiB | 0.003 (32x) |
| [`omniASR_CTC_7B`](https://dl.fbaipublicfiles.com/mms/omniASR-CTC-7B.pt) | ASR | 6_504_786_132 | 25.0 GiB | ~15 GiB | 0.006 (16x) |
| [`omniASR_LLM_300M`](https://dl.fbaipublicfiles.com/mms/omniASR-LLM-300M.pt) | ASR with optional language conditioning | 1_627_603_584 | 6.1 GiB | ~5 GiB | 0.090 (~1x) |
| [`omniASR_LLM_1B`](https://dl.fbaipublicfiles.com/mms/omniASR-LLM-1B.pt) | ASR with optional language conditioning | 2_275_710_592 | 8.5 GiB | ~6 GiB | 0.091 (~1x) |
| [`omniASR_LLM_3B`](https://dl.fbaipublicfiles.com/mms/omniASR-LLM-3B.pt) | ASR with optional language conditioning | 4_376_679_040 | 17.0 GiB | ~10 GiB | 0.093 (~1x) |
| [`omniASR_LLM_7B`](https://dl.fbaipublicfiles.com/mms/omniASR-LLM-7B.pt) | ASR with optional language conditioning | 7_801_041_536 | 30.0 GiB | ~17 GiB | 0.092 (~1x) |
| [`omniASR_LLM_7B_ZS`](https://dl.fbaipublicfiles.com/mms/omniASR-LLM-7B-ZS.pt) | Zero-Shot ASR | 7_810_900_608 | 30.0 GiB | ~20 GiB | 0.194 (~0.5x) |
| [`omniASR_tokenizer`](https://dl.fbaipublicfiles.com/mms/omniASR_tokenizer.model) | Tokenizer for most of architectures (except omniASR_LLM_7B) | - | 100 KiB | - |
| [`omniASR_tokenizer_v7`](https://dl.fbaipublicfiles.com/mms/omniASR_tokenizer_v7.model) | Tokenizer for omniASR_LLM_7B model | - | 100 KiB | - ||
| [`omniASR_W2V_300M`](https://huggingface.co/facebook/omniASR-W2V-300M) | SSL | 317_390_592 | 1.2 GiB | | |
| [`omniASR_W2V_1B`](https://huggingface.co/facebook/omniASR-W2V-1B) | SSL | 965_514_752 | 3.6 GiB | | |
| [`omniASR_W2V_3B`](https://huggingface.co/facebook/omniASR-W2V-3B) | SSL | 3_064_124_672 | 12.0 GiB | | |
| [`omniASR_W2V_7B`](https://huggingface.co/facebook/omniASR-W2V-7B) | SSL | 6_488_487_168 | 25.0 GiB | | |
| [`omniASR_CTC_300M`](https://huggingface.co/facebook/omniASR-CTC-300M) | ASR | 325_494_996 | 1.3 GiB | ~2 GiB | 0.001 (96x) |
| [`omniASR_CTC_1B`](https://huggingface.co/facebook/omniASR-CTC-1B) | ASR | 975_065_300 | 3.7 GiB | ~3 GiB | 0.002 (48x) |
| [`omniASR_CTC_3B`](https://huggingface.co/facebook/omniASR-CTC-3B) | ASR | 3_080_423_636 | 12.0 GiB | ~8 GiB | 0.003 (32x) |
| [`omniASR_CTC_7B`](https://huggingface.co/facebook/omniASR-CTC-7B) | ASR | 6_504_786_132 | 25.0 GiB | ~15 GiB | 0.006 (16x) |
| [`omniASR_LLM_300M`](https://huggingface.co/facebook/omniASR-LLM-300M) | ASR with optional language conditioning | 1_627_603_584 | 6.1 GiB | ~5 GiB | 0.090 (~1x) |
| [`omniASR_LLM_1B`](https://huggingface.co/facebook/omniASR-LLM-1B) | ASR with optional language conditioning | 2_275_710_592 | 8.5 GiB | ~6 GiB | 0.091 (~1x) |
| [`omniASR_LLM_3B`](https://huggingface.co/facebook/omniASR-LLM-3B) | ASR with optional language conditioning | 4_376_679_040 | 17.0 GiB | ~10 GiB | 0.093 (~1x) |
| [`omniASR_LLM_7B`](https://huggingface.co/facebook/omniASR-LLM-7B) | ASR with optional language conditioning | 7_801_041_536 | 30.0 GiB | ~17 GiB | 0.092 (~1x) |
| [`omniASR_LLM_7B_ZS`](https://huggingface.co/facebook/omniASR-LLM-7B-ZS) | Zero-Shot ASR | 7_810_900_608 | 30.0 GiB | ~20 GiB | 0.194 (~0.5x) |
| [`omniASR_tokenizer`](https://huggingface.co/facebook/omniASR-LLM-7B-ZS/resolve/main/omniASR_tokenizer.model) | Tokenizer for most of architectures (except omniASR_LLM_7B) | - | 100 KiB | - |
| [`omniASR_tokenizer_v7`](https://huggingface.co/facebook/omniASR-LLM-7B/resolve/main/omniASR_tokenizer_v7.model) | Tokenizer for omniASR_LLM_7B model | - | 100 KiB | - ||

¹ (batch=1, audio_len=30s, BF16, A100)

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30 changes: 15 additions & 15 deletions src/omnilingual_asr/cards/models/rc_models.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -6,110 +6,110 @@

name: omniASR_tokenizer
tokenizer_family: char_tokenizer
tokenizer: https://dl.fbaipublicfiles.com/mms/omniASR_tokenizer.model
tokenizer: https://huggingface.co/facebook/omniASR-LLM-7B-ZS/resolve/main/omniASR_tokenizer.model

---

name: omniASR_tokenizer_v7
tokenizer_family: char_tokenizer
tokenizer: https://dl.fbaipublicfiles.com/mms/omniASR_tokenizer_v7.model
tokenizer: https://huggingface.co/facebook/omniASR-LLM-7B/resolve/main/omniASR_tokenizer_v7.model

---

name: omniASR_W2V_300M
model_family: wav2vec2
model_arch: large_lv60k
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-W2V-300M.pt
checkpoint: https://huggingface.co/facebook/omniASR-W2V-300M/resolve/main/omniASR-W2V-300M.pt

---

name: omniASR_W2V_1B
model_family: wav2vec2
model_arch: 1b
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-W2V-1B.pt
checkpoint: https://huggingface.co/facebook/omniASR-W2V-1B/resolve/main/omniASR-W2V-1B.pt

---

name: omniASR_W2V_3B
model_family: wav2vec2
model_arch: 3b
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-W2V-3B.pt
checkpoint: https://huggingface.co/facebook/omniASR-W2V-3B/resolve/main/omniASR-W2V-3B.pt

---

name: omniASR_W2V_7B
model_family: wav2vec2
model_arch: 7b
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-W2V-7B.pt
checkpoint: https://huggingface.co/facebook/omniASR-W2V-7B/resolve/main/omniASR-W2V-7B.pt

---

name: omniASR_CTC_300M
model_family: wav2vec2_asr
model_arch: 300m
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-CTC-300M.pt
checkpoint: https://huggingface.co/facebook/omniASR-CTC-300M/resolve/main/omniASR-CTC-300M.pt
tokenizer_ref: omniASR_tokenizer

---

name: omniASR_CTC_1B
model_family: wav2vec2_asr
model_arch: 1b
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-CTC-1B.pt
checkpoint: https://huggingface.co/facebook/omniASR-CTC-1B/resolve/main/omniASR-CTC-1B.pt
tokenizer_ref: omniASR_tokenizer

---

name: omniASR_CTC_3B
model_family: wav2vec2_asr
model_arch: 3b
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-CTC-3B.pt
checkpoint: https://huggingface.co/facebook/omniASR-CTC-3B/resolve/main/omniASR-CTC-3B.pt
tokenizer_ref: omniASR_tokenizer

---

name: omniASR_CTC_7B
model_family: wav2vec2_asr
model_arch: 7b
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-CTC-7B.pt
checkpoint: https://huggingface.co/facebook/omniASR-CTC-7B/resolve/main/omniASR-CTC-7B.pt
tokenizer_ref: omniASR_tokenizer

---

name: omniASR_LLM_300M
model_family: wav2vec2_llama
model_arch: 300m
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-LLM-300M.pt
checkpoint: https://huggingface.co/facebook/omniASR-LLM-300M/resolve/main/omniASR-LLM-300M.pt
tokenizer_ref: omniASR_tokenizer

---

name: omniASR_LLM_1B
model_family: wav2vec2_llama
model_arch: 1b
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-LLM-1B.pt
checkpoint: https://huggingface.co/facebook/omniASR-LLM-1B/resolve/main/omniASR-LLM-1B.pt
tokenizer_ref: omniASR_tokenizer

---

name: omniASR_LLM_3B
model_family: wav2vec2_llama
model_arch: 3b
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-LLM-3B.pt
checkpoint: https://huggingface.co/facebook/omniASR-LLM-3B/resolve/main/omniASR-LLM-3B.pt
tokenizer_ref: omniASR_tokenizer

---

name: omniASR_LLM_7B
model_family: wav2vec2_llama
model_arch: 7b
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-LLM-7B.pt
checkpoint: https://huggingface.co/facebook/omniASR-LLM-7B/resolve/main/omniASR-LLM-7B.pt
tokenizer_ref: omniASR_tokenizer_v7

---

name: omniASR_LLM_7B_ZS
model_family: wav2vec2_llama
model_arch: 7b_zs
checkpoint: https://dl.fbaipublicfiles.com/mms/omniASR-LLM-7B-ZS.pt
checkpoint: https://huggingface.co/facebook/omniASR-LLM-7B-ZS/resolve/main/omniASR-LLM-7B-ZS.pt
tokenizer_ref: omniASR_tokenizer