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Model: handy-computer/canary-1b-flash-gguf

Earlier snapshot Snapshot #264 Repository revision b427664 (opens in a new tab) Recorded at 04 Sep 2026, 14:07 UTC Unchanged through 11 Sep 2026, 07:17 UTC
Later snapshot Snapshot #333 Repository revision 12bf65d (opens in a new tab) Recorded at 14 Sep 2026, 06:27 UTC

Summary

Licence

Unchanged

No change

CC-BY-4.0 CC-BY-4.0

PinDiff reports the declared licence and licence files. It does not interpret licence terms.

Evidence · Observed by PinDiff

Earlier
Snapshot #264 · revision b427664 · Recorded at 04 Sep 2026, 14:07 UTC
Later
Snapshot #333 · revision 12bf65d · Recorded at 14 Sep 2026, 06:27 UTC
Source
Licence tag declared in the model card metadata, observed via the Hugging Face API; licence file hashes from the repository file manifest.

Weights

Unchanged

No change

Evidence · Observed by PinDiff

Earlier
Snapshot #264 · revision b427664 · Recorded at 04 Sep 2026, 14:07 UTC
Later
Snapshot #333 · revision 12bf65d · Recorded at 14 Sep 2026, 06:27 UTC
Source
Weight file hashes and sizes from the repository file manifest (Git LFS SHA256 where available). Weight files are not downloaded.

Remote code / configuration

Unchanged

No change

Remote code No No

Evidence · Observed by PinDiff

Earlier
Snapshot #264 · revision b427664 · Recorded at 04 Sep 2026, 14:07 UTC
Later
Snapshot #333 · revision 12bf65d · Recorded at 14 Sep 2026, 06:27 UTC
Source
Stored config.json and generation_config.json at each revision (trust_remote_code / auto_map), and Python file hashes from the repository file manifest.

Access / gating

Unchanged

No change

Public Public

Evidence · Observed by PinDiff

Earlier
Snapshot #264 · revision b427664 · Recorded at 04 Sep 2026, 14:07 UTC
Later
Snapshot #333 · revision 12bf65d · Recorded at 14 Sep 2026, 06:27 UTC
Source
Gated and private flags observed via the Hugging Face API.

Model card

Changed

Model card modified (2 sections)

Metadata (front matter) Changed Material section +13 −4

Diff

⋯ 17 unchanged lines
  - encoder-decoder
  - translation
  transcribe_cpp:
Added: + schema_version: 2
Added: + wer_fleurs_de:
Added: + q8_0: 6.13
Added: + wer_fleurs_en:
Added: + q8_0: 4.75
Added: + wer_fleurs_es:
Added: + q8_0: 6.73
Added: + wer_fleurs_fr:
Added: + q8_0: 7.22
  wer_librispeech_test_clean:
  f32: 1.62
  f16: 1.62
⋯ 2 unchanged lines
  q5_k_m: 1.64
  q4_k_m: 1.59
  rtf_m4_max:
Removed: - metal: 99.6
Removed: - cpu: 20.4
Added: + cpu: 20.49
Added: + metal: 101.12
  rtf_ryzen_4750u:
Removed: - vulkan: 14.4
Removed: - cpu: 6.9
Added: + cpu: 6.93
Added: + vulkan: 14.45
  streaming: false
  translate: true
  lang_detect: false

Before

license: cc-by-4.0
base_model: nvidia/canary-1b-flash
base_model_relation: quantized
library_name: transcribe.cpp
pipeline_tag: automatic-speech-recognition
language:
  - en
  - de
  - es
  - fr
tags:
  - gguf
  - transcribe.cpp
  - asr
  - speech-to-text
  - canary
  - multitask-aed
  - encoder-decoder
  - translation
transcribe_cpp:
  wer_librispeech_test_clean:
    f32: 1.62
    f16: 1.62
    q8_0: 1.62
    q6_k: 1.65
    q5_k_m: 1.64
    q4_k_m: 1.59
  rtf_m4_max:
    metal: 99.6
    cpu: 20.4
  rtf_ryzen_4750u:
    vulkan: 14.4
    cpu: 6.9
  streaming: false
  translate: true
  lang_detect: false
  timestamps: none

After

license: cc-by-4.0
base_model: nvidia/canary-1b-flash
base_model_relation: quantized
library_name: transcribe.cpp
pipeline_tag: automatic-speech-recognition
language:
  - en
  - de
  - es
  - fr
tags:
  - gguf
  - transcribe.cpp
  - asr
  - speech-to-text
  - canary
  - multitask-aed
  - encoder-decoder
  - translation
transcribe_cpp:
  schema_version: 2
  wer_fleurs_de:
    q8_0: 6.13
  wer_fleurs_en:
    q8_0: 4.75
  wer_fleurs_es:
    q8_0: 6.73
  wer_fleurs_fr:
    q8_0: 7.22
  wer_librispeech_test_clean:
    f32: 1.62
    f16: 1.62
    q8_0: 1.62
    q6_k: 1.65
    q5_k_m: 1.64
    q4_k_m: 1.59
  rtf_m4_max:
    cpu: 20.49
    metal: 101.12
  rtf_ryzen_4750u:
    cpu: 6.93
    vulkan: 14.45
  streaming: false
  translate: true
  lang_detect: false
  timestamps: none
Downloads Changed +10 −9

Diff

  | Quantization | Download | Size | WER (LibriSpeech test-clean) |
  | --- | --- | ---: | ---: |
Removed: - | F32 | [canary-1b-flash-F32.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-F32.gguf) | 3.3 GB | 1.62% |
Removed: - | F16 | [canary-1b-flash-F16.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-F16.gguf) | 1.7 GB | 1.62% |
Removed: - | Q8_0 | [canary-1b-flash-Q8_0.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q8_0.gguf) | 1.0 GB | 1.62% |
Removed: - | Q6_K | [canary-1b-flash-Q6_K.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q6_K.gguf) | 818 MB | 1.65% |
Removed: - | Q5_K_M | [canary-1b-flash-Q5_K_M.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q5_K_M.gguf) | 734 MB | 1.64% |
Removed: - | Q4_K_M | [canary-1b-flash-Q4_K_M.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q4_K_M.gguf) | 646 MB | 1.59% |
Added: + | F32 | [canary-1b-flash-F32.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-F32.gguf) | 3.56 GB | 1.62% |
Added: + | F16 | [canary-1b-flash-F16.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-F16.gguf) | 1.79 GB | 1.62% |
Added: + | Q8_0 | [canary-1b-flash-Q8_0.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q8_0.gguf) | 1.05 GB | 1.62% |
Added: + | Q6_K | [canary-1b-flash-Q6_K.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q6_K.gguf) | 858 MB | 1.65% |
Added: + | Q5_K_M | [canary-1b-flash-Q5_K_M.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q5_K_M.gguf) | 770 MB | 1.64% |
Added: + | Q4_K_M | [canary-1b-flash-Q4_K_M.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q4_K_M.gguf) | 677 MB | 1.59% |
 
Removed: - WER measured on the full LibriSpeech test-clean split (2620 utterances)
Removed: - with greedy decoding and no external LM. F32 reference baseline: 1.62%.
Removed: - NVIDIA's self-reported number on the upstream model card is 1.48%.
Added: + WER on the full LibriSpeech test-clean split (2,620 utterances), batch size 1, timestamps none. Figures without a commit were published before provenance was recorded.
Added: +
Added: + Greedy decoding, no external LM. F32 reference baseline: 1.62%. NVIDIA's
Added: + self-reported number on the upstream model card is 1.48%.

Before

| Quantization | Download | Size | WER (LibriSpeech test-clean) |
| --- | --- | ---: | ---: |
| F32 | [canary-1b-flash-F32.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-F32.gguf) | 3.3 GB | 1.62% |
| F16 | [canary-1b-flash-F16.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-F16.gguf) | 1.7 GB | 1.62% |
| Q8_0 | [canary-1b-flash-Q8_0.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q8_0.gguf) | 1.0 GB | 1.62% |
| Q6_K | [canary-1b-flash-Q6_K.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q6_K.gguf) | 818 MB | 1.65% |
| Q5_K_M | [canary-1b-flash-Q5_K_M.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q5_K_M.gguf) | 734 MB | 1.64% |
| Q4_K_M | [canary-1b-flash-Q4_K_M.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q4_K_M.gguf) | 646 MB | 1.59% |

WER measured on the full LibriSpeech test-clean split (2620 utterances)
with greedy decoding and no external LM. F32 reference baseline: 1.62%.
NVIDIA's self-reported number on the upstream model card is 1.48%.

After

| Quantization | Download | Size | WER (LibriSpeech test-clean) |
| --- | --- | ---: | ---: |
| F32 | [canary-1b-flash-F32.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-F32.gguf) | 3.56 GB | 1.62% |
| F16 | [canary-1b-flash-F16.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-F16.gguf) | 1.79 GB | 1.62% |
| Q8_0 | [canary-1b-flash-Q8_0.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q8_0.gguf) | 1.05 GB | 1.62% |
| Q6_K | [canary-1b-flash-Q6_K.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q6_K.gguf) | 858 MB | 1.65% |
| Q5_K_M | [canary-1b-flash-Q5_K_M.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q5_K_M.gguf) | 770 MB | 1.64% |
| Q4_K_M | [canary-1b-flash-Q4_K_M.gguf](https://huggingface.co/handy-computer/canary-1b-flash-gguf/resolve/main/canary-1b-flash-Q4_K_M.gguf) | 677 MB | 1.59% |

WER on the full LibriSpeech test-clean split (2,620 utterances), batch size 1, timestamps none. Figures without a commit were published before provenance was recorded.

Greedy decoding, no external LM. F32 reference baseline: 1.62%. NVIDIA's
self-reported number on the upstream model card is 1.48%.

39 other sections unchanged.

Evidence · Observed by PinDiff

Earlier
Snapshot #264 · revision b427664 · Recorded at 04 Sep 2026, 14:07 UTC
Later
Snapshot #333 · revision 12bf65d · Recorded at 14 Sep 2026, 06:27 UTC
Source
README.md at each revision, stored by PinDiff. Sections are compared individually.
Stored file SHA256
ad0f1e43e1ea861e34283b71d97d79fb9b8699bfdc08eb4660280f27a41cb2ad → e36cabe4d9d3c1428247d2cb31aa9c831ce087b82865554bf93fc9087012a27c

Repository status

Changed

Repository revision moved

Earlier
Revision b427664 (opens in a new tab) · 8 files · 8.70 GB
Later
Revision 12bf65d (opens in a new tab) · 8 files · 8.70 GB

A new revision does not by itself mean files changed; the categories above show what differs.

Evidence · Observed by PinDiff

Earlier
Snapshot #264 · revision b427664 · Recorded at 04 Sep 2026, 14:07 UTC
Later
Snapshot #333 · revision 12bf65d · Recorded at 14 Sep 2026, 06:27 UTC
Source
Default-branch head commit observed via the Hugging Face API.

Files

Unchanged

No change

Evidence · Observed by PinDiff

Earlier
Snapshot #264 · revision b427664 · Recorded at 04 Sep 2026, 14:07 UTC
Later
Snapshot #333 · revision 12bf65d · Recorded at 14 Sep 2026, 06:27 UTC
Source
File hashes and sizes from the repository file manifest. Weights, licence, configuration, Python and model card files are covered above.

Evidence observed by PinDiff from the Hugging Face API and stored when recorded. PinDiff compares stored metadata, hashes and text files; it does not download weight files. Change events recorded between these snapshots