huggingface / ultravox
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 72 files with 6,444 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 2 files changed 21-50 times (662 lines of code)
    • 8 files changed 6-20 times (1,621 lines of code)
    • 62 files changed 1-5 times (4,161 lines of code)
0% | 0% | 10% | 25% | 64%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 72 files with 6,444 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 0 files changed by 11-25 contributors (0 lines of code)
    • 3 files changed by 6-10 contributors (747 lines of code)
    • 58 files changed by 2-5 contributors (5,049 lines of code)
    • 11 files changed by 1 contributor (648 lines of code)
0% | 0% | 11% | 78% | 10%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
py, json, yaml, svg, sh, jinja, ini, txt, gitignore, gitattributes, toml, md
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 10% | 24% | 64%
toml0% | 0% | 0% | 100% | 0%
yaml0% | 0% | 0% | 17% | 82%
jinja0% | 0% | 0% | 0% | 100%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
ultravox0% | 0% | 10% | 24% | 65%
ROOT0% | 0% | 0% | 56% | 43%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
datasets.py
in ultravox/data
 385 46 2024-06-01 2025-02-14 27 6 farzad@fixie.ai zqhuang@gmail.com
train.py
in ultravox/training
 277 5 2024-06-01 2025-02-14 26 6 farzad@fixie.ai zqhuang@gmail.com
config_base.py
in ultravox/training
 135 7 2024-06-01 2025-02-14 17 5 farzad@fixie.ai zqhuang@gmail.com
ultravox_model.py
in ultravox/model
 579 37 2024-06-04 2025-02-14 15 4 farzad@fixie.ai zqhuang@gmail.com
85 - 2024-06-12 2025-02-14 10 6 justin@fixie.ai zqhuang@gmail.com
ultravox_processing.py
in ultravox/model
 229 8 2024-06-04 2025-02-14 10 5 farzad@fixie.ai zqhuang@gmail.com
meta_config.yaml
in ultravox/training/configs
 33 - 2024-06-01 2025-02-14 9 5 farzad@fixie.ai zqhuang@gmail.com
ds_tool.py
in ultravox/tools/ds_tool
 449 19 2024-06-24 2024-10-01 8 4 justin@fixie.ai farzad@fixie.ai
push_to_hub.py
in ultravox/tools
 44 1 2024-06-10 2025-02-14 6 4 farzad@fixie.ai zqhuang@gmail.com
registry.py
in ultravox/data
 67 4 2024-10-28 2025-02-14 6 5 justin@fixie.ai zqhuang@gmail.com
release_config.yaml
in ultravox/training/configs
 14 - 2024-08-16 2024-11-09 5 2 zqhuang@gmail.com zqhuang@gmail.com
ultravox_config.py
in ultravox/model
 94 3 2024-08-05 2025-02-14 5 4 zqhuang@gmail.com zqhuang@gmail.com
types.py
in ultravox/data
 108 7 2024-10-28 2025-02-14 5 4 justin@fixie.ai zqhuang@gmail.com
gradio_demo.py
in ultravox/tools
 120 6 2024-07-23 2024-12-12 5 4 farzad@fixie.ai alfonsoboulton@gmail.com
infer.py
in ultravox/inference
 213 10 2024-06-24 2025-02-14 5 4 justin@fixie.ai zqhuang@gmail.com
eval_types.py
in ultravox/evaluation
 29 - 2024-06-21 2025-02-14 4 3 farzad@fixie.ai zqhuang@gmail.com
data_tool.py
in ultravox/tools
 46 1 2024-07-08 2024-10-28 4 2 farzad@fixie.ai justin@fixie.ai
caching.py
in ultravox/tools/ds_tool
 64 7 2024-06-24 2024-08-22 4 2 farzad@fixie.ai patrick8289@gmail.com
eval.py
in ultravox/evaluation
 226 7 2024-06-21 2025-02-14 4 3 farzad@fixie.ai zqhuang@gmail.com
continuation.jinja
in ultravox/tools/ds_tool
 2 - 2024-07-25 2024-09-06 3 2 zqhuang@gmail.com patrick8289@gmail.com
llama_70b.yaml
in ultravox/training/configs
 7 - 2024-09-18 2025-02-14 3 3 farzad@fixie.ai zqhuang@gmail.com
__init__.py
in ultravox/data
 17 - 2024-10-28 2025-02-13 3 3 justin@fixie.ai vaibhavs10@gmail.com
peoplespeech.py
in ultravox/data/configs
 31 - 2024-11-06 2025-02-13 3 3 zqhuang@gmail.com vaibhavs10@gmail.com
prefetch_weights.py
in ultravox/training/helpers
 42 2 2024-09-13 2025-02-14 3 3 farzad@fixie.ai zqhuang@gmail.com
ultravox_infer.py
in ultravox/inference
 50 1 2024-06-04 2025-02-14 3 3 farzad@fixie.ai zqhuang@gmail.com
text_proc.py
in ultravox/data
 57 1 2024-07-25 2024-09-06 3 2 zqhuang@gmail.com patrick8289@gmail.com
librispeech.py
in ultravox/data/configs
 65 - 2024-11-06 2025-02-13 3 3 zqhuang@gmail.com vaibhavs10@gmail.com
gpt_eval.py
in ultravox/evaluation
 84 6 2024-06-17 2025-02-14 3 4 justin@fixie.ai zqhuang@gmail.com
monkey_patches.py
in ultravox/utils
 88 4 2025-02-11 2025-02-14 3 3 farzad@fixie.ai zqhuang@gmail.com
ultravox_pipeline.py
in ultravox/model
 102 5 2024-07-17 2025-02-14 3 3 farzad@fixie.ai zqhuang@gmail.com
infer_api.py
in ultravox/tools
 161 10 2024-07-08 2024-10-28 3 2 farzad@fixie.ai justin@fixie.ai
gpt_eval_instruct.py
in ultravox/evaluation
 8 1 2024-07-08 2025-02-14 2 3 farzad@fixie.ai zqhuang@gmail.com
gpt_eval_boolq.py
in ultravox/evaluation
 8 1 2024-07-08 2025-02-14 2 3 farzad@fixie.ai zqhuang@gmail.com
gpt_eval_conv.py
in ultravox/evaluation
 11 1 2024-07-08 2025-02-14 2 3 farzad@fixie.ai zqhuang@gmail.com
gigaspeech.py
in ultravox/data/configs
 24 - 2024-11-06 2025-02-14 2 2 zqhuang@gmail.com zqhuang@gmail.com
ddp_utils.py
in ultravox/training
 40 5 2024-06-01 2025-02-14 2 3 farzad@fixie.ai zqhuang@gmail.com
base.py
in ultravox/inference
 44 3 2024-08-20 2024-10-28 2 2 patrick8289@gmail.com justin@fixie.ai
tts.py
in ultravox/tools/ds_tool
 143 9 2024-06-24 2024-08-05 2 2 justin@fixie.ai farzad@fixie.ai
commonvoice.py
in ultravox/data/configs
 353 - 2024-11-06 2025-02-14 2 2 zqhuang@gmail.com zqhuang@gmail.com
covost2.py
in ultravox/data/configs
 446 - 2024-11-06 2025-02-14 2 2 zqhuang@gmail.com zqhuang@gmail.com
boolq_explanation.jinja
in ultravox/tools/ds_tool
 5 - 2024-06-24 2024-06-24 1 1 farzad@fixie.ai farzad@fixie.ai
user_messages.jinja
in ultravox/tools/ds_tool
 7 - 2024-08-05 2024-08-05 1 1 farzad@fixie.ai farzad@fixie.ai
gpt_eval_bigbench.py
in ultravox/evaluation
 8 1 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
soda_alt_last_turn.jinja
in ultravox/tools/ds_tool
 8 - 2024-06-24 2024-06-24 1 1 farzad@fixie.ai farzad@fixie.ai
vllm_server_config.yaml
in ultravox/inference/oaieval_registry/solvers
 9 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
gradio_helper.py
in ultravox/tools
 13 1 2024-08-20 2024-08-20 1 1 justin@fixie.ai justin@fixie.ai
file_utils.py
in ultravox/model
 14 2 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
voxpopuli.py
in ultravox/data/configs
 15 - 2024-11-06 2024-11-06 1 1 zqhuang@gmail.com zqhuang@gmail.com
boolq.py
in ultravox/data/configs
 15 - 2024-11-06 2024-11-06 1 1 zqhuang@gmail.com zqhuang@gmail.com
gpt_eval_audiobench.py
in ultravox/evaluation
 18 2 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
Files With Most Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
datasets.py
in ultravox/data
 385 46 2024-06-01 2025-02-14 27 6 farzad@fixie.ai zqhuang@gmail.com
train.py
in ultravox/training
 277 5 2024-06-01 2025-02-14 26 6 farzad@fixie.ai zqhuang@gmail.com
85 - 2024-06-12 2025-02-14 10 6 justin@fixie.ai zqhuang@gmail.com
config_base.py
in ultravox/training
 135 7 2024-06-01 2025-02-14 17 5 farzad@fixie.ai zqhuang@gmail.com
ultravox_processing.py
in ultravox/model
 229 8 2024-06-04 2025-02-14 10 5 farzad@fixie.ai zqhuang@gmail.com
meta_config.yaml
in ultravox/training/configs
 33 - 2024-06-01 2025-02-14 9 5 farzad@fixie.ai zqhuang@gmail.com
registry.py
in ultravox/data
 67 4 2024-10-28 2025-02-14 6 5 justin@fixie.ai zqhuang@gmail.com
ultravox_model.py
in ultravox/model
 579 37 2024-06-04 2025-02-14 15 4 farzad@fixie.ai zqhuang@gmail.com
ds_tool.py
in ultravox/tools/ds_tool
 449 19 2024-06-24 2024-10-01 8 4 justin@fixie.ai farzad@fixie.ai
push_to_hub.py
in ultravox/tools
 44 1 2024-06-10 2025-02-14 6 4 farzad@fixie.ai zqhuang@gmail.com
infer.py
in ultravox/inference
 213 10 2024-06-24 2025-02-14 5 4 justin@fixie.ai zqhuang@gmail.com
types.py
in ultravox/data
 108 7 2024-10-28 2025-02-14 5 4 justin@fixie.ai zqhuang@gmail.com
ultravox_config.py
in ultravox/model
 94 3 2024-08-05 2025-02-14 5 4 zqhuang@gmail.com zqhuang@gmail.com
gradio_demo.py
in ultravox/tools
 120 6 2024-07-23 2024-12-12 5 4 farzad@fixie.ai alfonsoboulton@gmail.com
gpt_eval.py
in ultravox/evaluation
 84 6 2024-06-17 2025-02-14 3 4 justin@fixie.ai zqhuang@gmail.com
eval.py
in ultravox/evaluation
 226 7 2024-06-21 2025-02-14 4 3 farzad@fixie.ai zqhuang@gmail.com
eval_types.py
in ultravox/evaluation
 29 - 2024-06-21 2025-02-14 4 3 farzad@fixie.ai zqhuang@gmail.com
ultravox_infer.py
in ultravox/inference
 50 1 2024-06-04 2025-02-14 3 3 farzad@fixie.ai zqhuang@gmail.com
peoplespeech.py
in ultravox/data/configs
 31 - 2024-11-06 2025-02-13 3 3 zqhuang@gmail.com vaibhavs10@gmail.com
librispeech.py
in ultravox/data/configs
 65 - 2024-11-06 2025-02-13 3 3 zqhuang@gmail.com vaibhavs10@gmail.com
__init__.py
in ultravox/data
 17 - 2024-10-28 2025-02-13 3 3 justin@fixie.ai vaibhavs10@gmail.com
ultravox_pipeline.py
in ultravox/model
 102 5 2024-07-17 2025-02-14 3 3 farzad@fixie.ai zqhuang@gmail.com
llama_70b.yaml
in ultravox/training/configs
 7 - 2024-09-18 2025-02-14 3 3 farzad@fixie.ai zqhuang@gmail.com
prefetch_weights.py
in ultravox/training/helpers
 42 2 2024-09-13 2025-02-14 3 3 farzad@fixie.ai zqhuang@gmail.com
monkey_patches.py
in ultravox/utils
 88 4 2025-02-11 2025-02-14 3 3 farzad@fixie.ai zqhuang@gmail.com
ddp_utils.py
in ultravox/training
 40 5 2024-06-01 2025-02-14 2 3 farzad@fixie.ai zqhuang@gmail.com
gpt_eval_conv.py
in ultravox/evaluation
 11 1 2024-07-08 2025-02-14 2 3 farzad@fixie.ai zqhuang@gmail.com
gpt_eval_boolq.py
in ultravox/evaluation
 8 1 2024-07-08 2025-02-14 2 3 farzad@fixie.ai zqhuang@gmail.com
gpt_eval_instruct.py
in ultravox/evaluation
 8 1 2024-07-08 2025-02-14 2 3 farzad@fixie.ai zqhuang@gmail.com
release_config.yaml
in ultravox/training/configs
 14 - 2024-08-16 2024-11-09 5 2 zqhuang@gmail.com zqhuang@gmail.com
data_tool.py
in ultravox/tools
 46 1 2024-07-08 2024-10-28 4 2 farzad@fixie.ai justin@fixie.ai
caching.py
in ultravox/tools/ds_tool
 64 7 2024-06-24 2024-08-22 4 2 farzad@fixie.ai patrick8289@gmail.com
text_proc.py
in ultravox/data
 57 1 2024-07-25 2024-09-06 3 2 zqhuang@gmail.com patrick8289@gmail.com
infer_api.py
in ultravox/tools
 161 10 2024-07-08 2024-10-28 3 2 farzad@fixie.ai justin@fixie.ai
continuation.jinja
in ultravox/tools/ds_tool
 2 - 2024-07-25 2024-09-06 3 2 zqhuang@gmail.com patrick8289@gmail.com
base.py
in ultravox/inference
 44 3 2024-08-20 2024-10-28 2 2 patrick8289@gmail.com justin@fixie.ai
commonvoice.py
in ultravox/data/configs
 353 - 2024-11-06 2025-02-14 2 2 zqhuang@gmail.com zqhuang@gmail.com
covost2.py
in ultravox/data/configs
 446 - 2024-11-06 2025-02-14 2 2 zqhuang@gmail.com zqhuang@gmail.com
gigaspeech.py
in ultravox/data/configs
 24 - 2024-11-06 2025-02-14 2 2 zqhuang@gmail.com zqhuang@gmail.com
tts.py
in ultravox/tools/ds_tool
 143 9 2024-06-24 2024-08-05 2 2 justin@fixie.ai farzad@fixie.ai
24 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
21 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
21 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
run_vllm_inference.py
in ultravox/inference
 124 5 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
vllm_server_config.yaml
in ultravox/inference/oaieval_registry/solvers
 9 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
bigbenchaudio.py
in ultravox/data/configs
 19 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
audiobench.py
in ultravox/data/configs
 55 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
file_utils.py
in ultravox/model
 14 2 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
hf_hub_utils.py
in ultravox/model
 21 4 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
ultravox_data_proc.py
in ultravox/model
 85 2 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
Files With Least Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
mds_tool.py
in ultravox/tools
 138 10
__init__.py
in ultravox/inference
 1 -
__init__.py
in ultravox/training
 1 -
__init__.py
in ultravox/tools
 1 -
__init__.py
in ultravox
 1 -
__init__.py
in ultravox/evaluation
 1 -
chunked_dataset.py
in ultravox/tools/ds_tool
 354 3 2024-09-06 2024-09-06 1 1 patrick8289@gmail.com patrick8289@gmail.com
gradio_voice.py
in ultravox/tools
 86 1 2024-12-12 2024-12-12 1 1 alfonsoboulton@gmail.com alfonsoboulton@gmail.com
data_sample.py
in ultravox/data
 71 14 2024-10-28 2024-10-28 1 1 justin@fixie.ai justin@fixie.ai
multilingual_librispeech.py
in ultravox/data/configs
 50 - 2024-11-06 2024-11-06 1 1 zqhuang@gmail.com zqhuang@gmail.com
wenetspeech.py
in ultravox/data/configs
 24 - 2024-11-06 2024-11-06 1 1 zqhuang@gmail.com zqhuang@gmail.com
boolq.py
in ultravox/data/configs
 15 - 2024-11-06 2024-11-06 1 1 zqhuang@gmail.com zqhuang@gmail.com
voxpopuli.py
in ultravox/data/configs
 15 - 2024-11-06 2024-11-06 1 1 zqhuang@gmail.com zqhuang@gmail.com
gradio_helper.py
in ultravox/tools
 13 1 2024-08-20 2024-08-20 1 1 justin@fixie.ai justin@fixie.ai
soda_alt_last_turn.jinja
in ultravox/tools/ds_tool
 8 - 2024-06-24 2024-06-24 1 1 farzad@fixie.ai farzad@fixie.ai
user_messages.jinja
in ultravox/tools/ds_tool
 7 - 2024-08-05 2024-08-05 1 1 farzad@fixie.ai farzad@fixie.ai
boolq_explanation.jinja
in ultravox/tools/ds_tool
 5 - 2024-06-24 2024-06-24 1 1 farzad@fixie.ai farzad@fixie.ai
covost2.py
in ultravox/data/configs
 446 - 2024-11-06 2025-02-14 2 2 zqhuang@gmail.com zqhuang@gmail.com
commonvoice.py
in ultravox/data/configs
 353 - 2024-11-06 2025-02-14 2 2 zqhuang@gmail.com zqhuang@gmail.com
infer_api.py
in ultravox/tools
 161 10 2024-07-08 2024-10-28 3 2 farzad@fixie.ai justin@fixie.ai
tts.py
in ultravox/tools/ds_tool
 143 9 2024-06-24 2024-08-05 2 2 justin@fixie.ai farzad@fixie.ai
run_vllm_inference.py
in ultravox/inference
 124 5 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
model_types.py
in ultravox/training
 90 10 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
ultravox_data_proc.py
in ultravox/model
 85 2 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
string_metrics.py
in ultravox/evaluation
 81 5 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
caching.py
in ultravox/tools/ds_tool
 64 7 2024-06-24 2024-08-22 4 2 farzad@fixie.ai patrick8289@gmail.com
text_proc.py
in ultravox/data
 57 1 2024-07-25 2024-09-06 3 2 zqhuang@gmail.com patrick8289@gmail.com
audiobench.py
in ultravox/data/configs
 55 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
add_finetune.py
in ultravox/tools
 51 2 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
data_tool.py
in ultravox/tools
 46 1 2024-07-08 2024-10-28 4 2 farzad@fixie.ai justin@fixie.ai
eval_metrics.py
in ultravox/evaluation
 45 2 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
base.py
in ultravox/inference
 44 3 2024-08-20 2024-10-28 2 2 patrick8289@gmail.com justin@fixie.ai
wandb_utils.py
in ultravox/model
 36 5 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
device_helpers.py
in ultravox/utils
 35 6 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
24 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
gigaspeech.py
in ultravox/data/configs
 24 - 2024-11-06 2025-02-14 2 2 zqhuang@gmail.com zqhuang@gmail.com
eval_config_2k.yaml
in ultravox/evaluation/configs
 22 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
21 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
21 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
hf_hub_utils.py
in ultravox/model
 21 4 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
bigbenchaudio.py
in ultravox/data/configs
 19 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
eval_config.yaml
in ultravox/evaluation/configs
 19 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
tiny_config.yaml
in ultravox/training/configs
 18 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
gpt_eval_audiobench.py
in ultravox/evaluation
 18 2 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
file_utils.py
in ultravox/model
 14 2 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
release_config.yaml
in ultravox/training/configs
 14 - 2024-08-16 2024-11-09 5 2 zqhuang@gmail.com zqhuang@gmail.com
vllm_server_config.yaml
in ultravox/inference/oaieval_registry/solvers
 9 - 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
gpt_eval_bigbench.py
in ultravox/evaluation
 8 1 2025-02-14 2025-02-14 1 2 vaibhavs10@gmail.com zqhuang@gmail.com
continuation.jinja
in ultravox/tools/ds_tool
 2 - 2024-07-25 2024-09-06 3 2 zqhuang@gmail.com patrick8289@gmail.com
eval.py
in ultravox/evaluation
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