Instructions to use developerabu/IndicF5-MNN with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- F5-TTS
How to use developerabu/IndicF5-MNN with F5-TTS:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Upload IndicF5 MNN models and sample audio
Browse files- .gitattributes +14 -0
- README.md +52 -0
- indicf5_dit_fp16.mnn +3 -0
- indicf5_dit_fp16_int8wq.mnn +3 -0
- indicf5_dit_fp32.mnn +3 -0
- indicf5_dit_int8wq.mnn +3 -0
- indicf5_vocos_fp16.mnn +3 -0
- indicf5_vocos_fp16_int8wq.mnn +3 -0
- indicf5_vocos_fp32.mnn +3 -0
- indicf5_vocos_fp32_dynamic.mnn +3 -0
- indicf5_vocos_int8wq.mnn +3 -0
- indicf5_vocos_int8wq_dynamic.mnn +3 -0
- quant_benchmark.json +231 -0
- samples/hi_short_mnn_vocos_fp32.wav +0 -0
- samples/hi_short_mnn_vocos_int8wq.wav +0 -0
- samples/ta_medium_mnn_vocos_fp32.wav +3 -0
- samples/ta_medium_mnn_vocos_int8wq.wav +3 -0
- samples/ta_short_mnn_vocos_fp32.wav +3 -0
- samples/ta_short_mnn_vocos_int8wq.wav +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,17 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
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indicf5_dit_fp16.mnn filter=lfs diff=lfs merge=lfs -text
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| 37 |
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indicf5_dit_fp16_int8wq.mnn filter=lfs diff=lfs merge=lfs -text
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| 38 |
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indicf5_dit_fp32.mnn filter=lfs diff=lfs merge=lfs -text
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| 39 |
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indicf5_dit_int8wq.mnn filter=lfs diff=lfs merge=lfs -text
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| 40 |
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indicf5_vocos_fp16.mnn filter=lfs diff=lfs merge=lfs -text
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| 41 |
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indicf5_vocos_fp16_int8wq.mnn filter=lfs diff=lfs merge=lfs -text
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| 42 |
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indicf5_vocos_fp32.mnn filter=lfs diff=lfs merge=lfs -text
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indicf5_vocos_fp32_dynamic.mnn filter=lfs diff=lfs merge=lfs -text
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indicf5_vocos_int8wq.mnn filter=lfs diff=lfs merge=lfs -text
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indicf5_vocos_int8wq_dynamic.mnn filter=lfs diff=lfs merge=lfs -text
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samples/ta_medium_mnn_vocos_fp32.wav filter=lfs diff=lfs merge=lfs -text
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samples/ta_medium_mnn_vocos_int8wq.wav filter=lfs diff=lfs merge=lfs -text
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samples/ta_short_mnn_vocos_fp32.wav filter=lfs diff=lfs merge=lfs -text
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samples/ta_short_mnn_vocos_int8wq.wav filter=lfs diff=lfs merge=lfs -text
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README.md
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+
---
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license: mit
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library_name: mnn
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tags:
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- text-to-speech
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- indic
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- mnn
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- vocos
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- f5-tts
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- indian-languages
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- quantization
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pipeline_tag: text-to-speech
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base_model: ai4bharat/IndicF5
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---
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# IndicF5 MNN
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MNN exports of [ai4bharat/IndicF5](https://huggingface.co/ai4bharat/IndicF5) (DiT + Vocos), including fp16 and int8 weight-quantized variants.
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## Files
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### DiT
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| File | Approx. size |
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|------|----------------|
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| `indicf5_dit_fp32.mnn` | ~1.3 GB |
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| `indicf5_dit_fp16.mnn` | ~646 MB |
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| `indicf5_dit_int8wq.mnn` | ~347 MB |
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| `indicf5_dit_fp16_int8wq.mnn` | ~646 MB |
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### Vocos
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| File | Notes |
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|------|--------|
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| `indicf5_vocos_fp32.mnn` | static |
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| `indicf5_vocos_fp32_dynamic.mnn` | variable mel frames (recommended for audio) |
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| `indicf5_vocos_fp16.mnn` | |
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| 38 |
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| `indicf5_vocos_int8wq.mnn` | static |
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| `indicf5_vocos_int8wq_dynamic.mnn` | variable mel frames |
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| `indicf5_vocos_fp16_int8wq.mnn` | |
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Sample WAVs (fp32 / int8wq Vocos decode) are under `samples/`. Bench numbers: `quant_benchmark.json`.
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## Notes
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- Prefer `*_dynamic.mnn` Vocos models for full-length audio (call `resizeTensor` with a **tuple** shape, then `resizeSession`).
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- Path used for samples: PyTorch mel → MNN Vocos.
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- Still not realtime on Apple M1 CPU for full DiT ODE + Vocos.
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## Attribution
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Derived from [ai4bharat/IndicF5](https://huggingface.co/ai4bharat/IndicF5). Follow the base model license/terms for redistribution and use.
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indicf5_dit_fp16.mnn
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version https://git-lfs.github.com/spec/v1
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oid sha256:4a2ec9100d3e0182b90bb42c2b6bda0b7bf3d9a716133a219aa8f57b2bd24f70
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+
size 676662616
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indicf5_dit_fp16_int8wq.mnn
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version https://git-lfs.github.com/spec/v1
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indicf5_dit_fp32.mnn
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version https://git-lfs.github.com/spec/v1
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size 1350402900
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indicf5_dit_int8wq.mnn
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version https://git-lfs.github.com/spec/v1
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size 346515768
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indicf5_vocos_fp16.mnn
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version https://git-lfs.github.com/spec/v1
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size 29342284
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indicf5_vocos_fp16_int8wq.mnn
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version https://git-lfs.github.com/spec/v1
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size 29342284
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indicf5_vocos_fp32.mnn
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version https://git-lfs.github.com/spec/v1
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oid sha256:1a0abedc44b86643d2b292baaab5604811bb766f8865837a00e7934dced19fa3
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size 58506108
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indicf5_vocos_fp32_dynamic.mnn
ADDED
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version https://git-lfs.github.com/spec/v1
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size 62580312
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indicf5_vocos_int8wq.mnn
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 15053088
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indicf5_vocos_int8wq_dynamic.mnn
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version https://git-lfs.github.com/spec/v1
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size 19127292
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quant_benchmark.json
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@@ -0,0 +1,231 @@
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|
| 1 |
+
{
|
| 2 |
+
"conversions": {
|
| 3 |
+
"mnn_vocos_fp16": "/Users/abu/qefro/indicf5-benchmark/mnn/indicf5_vocos_fp16.mnn",
|
| 4 |
+
"mnn_vocos_fp16_mb": 29.34,
|
| 5 |
+
"mnn_vocos_int8wq": "/Users/abu/qefro/indicf5-benchmark/mnn/indicf5_vocos_int8wq.mnn",
|
| 6 |
+
"mnn_vocos_int8wq_mb": 15.05,
|
| 7 |
+
"mnn_vocos_fp16_int8wq": "/Users/abu/qefro/indicf5-benchmark/mnn/indicf5_vocos_fp16_int8wq.mnn",
|
| 8 |
+
"mnn_vocos_fp16_int8wq_mb": 29.34,
|
| 9 |
+
"mnn_dit_fp16": "/Users/abu/qefro/indicf5-benchmark/mnn/indicf5_dit_fp16.mnn",
|
| 10 |
+
"mnn_dit_fp16_mb": 676.66,
|
| 11 |
+
"mnn_dit_int8wq": "/Users/abu/qefro/indicf5-benchmark/mnn/indicf5_dit_int8wq.mnn",
|
| 12 |
+
"mnn_dit_int8wq_mb": 346.52,
|
| 13 |
+
"mnn_dit_fp16_int8wq": "/Users/abu/qefro/indicf5-benchmark/mnn/indicf5_dit_fp16_int8wq.mnn",
|
| 14 |
+
"mnn_dit_fp16_int8wq_mb": 676.66,
|
| 15 |
+
"litert_vocos_fp16": "/Users/abu/qefro/indicf5-benchmark/litert/vocos/indicf5_vocos_fp16.tflite",
|
| 16 |
+
"litert_vocos_fp16_mb": 29.29,
|
| 17 |
+
"litert_vocos_drq": "/Users/abu/qefro/indicf5-benchmark/litert/vocos_quant/indicf5_vocos_dynamic_range_quant.tflite",
|
| 18 |
+
"litert_vocos_drq_mb": 57.23,
|
| 19 |
+
"litert_dit_drq": null
|
| 20 |
+
},
|
| 21 |
+
"benchmarks": [
|
| 22 |
+
{
|
| 23 |
+
"name": "mnn_vocos_fp32",
|
| 24 |
+
"ok": true,
|
| 25 |
+
"mean_s": 0.01844218359997285,
|
| 26 |
+
"std_s": 0.00017029317445372552,
|
| 27 |
+
"min_s": 0.0182243340000241,
|
| 28 |
+
"max_s": 0.01870145899988529,
|
| 29 |
+
"out_shape": [
|
| 30 |
+
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