developer_uid: leosheng
submission_id: leosheng-ft-dpo-219_v2
model_name: leosheng-ft-dpo-219_v2
model_group: leosheng/ft-dpo-219
status: torndown
timestamp: 2025-02-09T20:38:08+00:00
num_battles: 12238
num_wins: 5321
celo_rating: 1232.12
family_friendly_score: 0.5858
family_friendly_standard_error: 0.006966180589103328
submission_type: basic
model_repo: leosheng/ft-dpo-219
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
display_name: leosheng-ft-dpo-219_v2
is_internal_developer: False
language_model: leosheng/ft-dpo-219
model_size: 13B
ranking_group: single
us_pacific_date: 2025-02-09
win_ratio: 0.43479326687367215
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name leosheng-ft-dpo-219-v2-mkmlizer
Waiting for job on leosheng-ft-dpo-219-v2-mkmlizer to finish
leosheng-ft-dpo-219-v2-mkmlizer: Downloaded to shared memory in 49.716s
leosheng-ft-dpo-219-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8d4skzqj, device:0
leosheng-ft-dpo-219-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
leosheng-ft-dpo-219-v2-mkmlizer: quantized model in 35.377s
leosheng-ft-dpo-219-v2-mkmlizer: Processed model leosheng/ft-dpo-219 in 85.093s
leosheng-ft-dpo-219-v2-mkmlizer: creating bucket guanaco-mkml-models
leosheng-ft-dpo-219-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
leosheng-ft-dpo-219-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/leosheng-ft-dpo-219-v2
leosheng-ft-dpo-219-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/leosheng-ft-dpo-219-v2/config.json
leosheng-ft-dpo-219-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/leosheng-ft-dpo-219-v2/special_tokens_map.json
leosheng-ft-dpo-219-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/leosheng-ft-dpo-219-v2/tokenizer_config.json
leosheng-ft-dpo-219-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/leosheng-ft-dpo-219-v2/tokenizer.json
leosheng-ft-dpo-219-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/leosheng-ft-dpo-219-v2/flywheel_model.0.safetensors
leosheng-ft-dpo-219-v2-mkmlizer: Loading 0: 0%| | 0/363 [00:00<?, ?it/s] Loading 0: 1%|▏ | 5/363 [00:00<00:10, 32.56it/s] Loading 0: 4%|▎ | 13/363 [00:00<00:06, 52.30it/s] Loading 0: 5%|▌ | 19/363 [00:00<00:07, 46.89it/s] Loading 0: 7%|▋ | 24/363 [00:00<00:07, 45.20it/s] Loading 0: 9%|▊ | 31/363 [00:00<00:06, 50.94it/s] Loading 0: 10%|█ | 37/363 [00:00<00:06, 47.14it/s] Loading 0: 12%|█▏ | 42/363 [00:00<00:07, 45.81it/s] Loading 0: 13%|█▎ | 49/363 [00:01<00:06, 50.43it/s] Loading 0: 15%|█▌ | 55/363 [00:01<00:06, 46.79it/s] Loading 0: 17%|█▋ | 61/363 [00:01<00:08, 35.64it/s] Loading 0: 18%|█▊ | 66/363 [00:01<00:08, 36.70it/s] Loading 0: 20%|█▉ | 72/363 [00:01<00:07, 40.79it/s] Loading 0: 21%|██▏ | 78/363 [00:01<00:07, 40.15it/s] Loading 0: 23%|██▎ | 83/363 [00:01<00:06, 40.23it/s] Loading 0: 25%|██▍ | 90/363 [00:02<00:06, 45.50it/s] Loading 0: 26%|██▋ | 96/363 [00:02<00:06, 43.63it/s] Loading 0: 28%|██▊ | 101/363 [00:02<00:06, 43.15it/s] Loading 0: 29%|██▉ | 106/363 [00:02<00:05, 44.50it/s] Loading 0: 31%|███ | 113/363 [00:02<00:05, 42.77it/s] Loading 0: 33%|███▎ | 118/363 [00:02<00:05, 42.34it/s] Loading 0: 34%|███▍ | 125/363 [00:02<00:04, 48.28it/s] Loading 0: 36%|███▌ | 130/363 [00:02<00:04, 46.76it/s] Loading 0: 37%|███▋ | 135/363 [00:03<00:04, 46.16it/s] Loading 0: 39%|███▉ | 141/363 [00:03<00:05, 43.69it/s] Loading 0: 40%|████ | 146/363 [00:03<00:07, 29.38it/s] Loading 0: 41%|████▏ | 150/363 [00:03<00:07, 30.00it/s] Loading 0: 43%|████▎ | 156/363 [00:03<00:05, 35.62it/s] Loading 0: 44%|████▍ | 161/363 [00:03<00:05, 37.56it/s] Loading 0: 46%|████▌ | 166/363 [00:04<00:05, 38.22it/s] Loading 0: 47%|████▋ | 172/363 [00:04<00:04, 38.31it/s] Loading 0: 49%|████▉ | 177/363 [00:04<00:04, 38.60it/s] Loading 0: 50%|█████ | 183/363 [00:04<00:04, 42.41it/s] Loading 0: 52%|█████▏ | 188/363 [00:04<00:04, 42.50it/s] Loading 0: 53%|█████▎ | 193/363 [00:04<00:03, 43.43it/s] Loading 0: 55%|█████▍ | 199/363 [00:04<00:03, 41.42it/s] Loading 0: 56%|█████▌ | 204/363 [00:04<00:03, 40.31it/s] Loading 0: 58%|█████▊ | 210/363 [00:05<00:03, 43.34it/s] Loading 0: 59%|█████▉ | 215/363 [00:05<00:03, 43.74it/s] Loading 0: 61%|██████ | 221/363 [00:05<00:02, 47.53it/s] Loading 0: 62%|██████▏ | 226/363 [00:05<00:04, 27.54it/s] Loading 0: 63%|██████▎ | 230/363 [00:05<00:04, 28.50it/s] Loading 0: 65%|██████▌ | 237/363 [00:05<00:03, 36.19it/s] Loading 0: 67%|██████▋ | 242/363 [00:05<00:03, 38.01it/s] Loading 0: 68%|██████▊ | 247/363 [00:06<00:02, 38.76it/s] Loading 0: 70%|██████▉ | 253/363 [00:06<00:02, 38.34it/s] Loading 0: 71%|███████ | 258/363 [00:06<00:02, 38.56it/s] Loading 0: 73%|███████▎ | 264/363 [00:06<00:02, 42.63it/s] Loading 0: 74%|███████▍ | 269/363 [00:06<00:02, 42.70it/s] Loading 0: 75%|███████▌ | 274/363 [00:06<00:02, 43.25it/s] Loading 0: 77%|███████▋ | 280/363 [00:06<00:01, 41.85it/s] Loading 0: 79%|███████▊ | 285/363 [00:07<00:01, 41.15it/s] Loading 0: 80%|████████ | 291/363 [00:07<00:01, 43.83it/s] Loading 0: 82%|████████▏ | 296/363 [00:07<00:01, 41.36it/s] Loading 0: 83%|████████▎ | 301/363 [00:07<00:01, 43.45it/s] Loading 0: 84%|████████▍ | 306/363 [00:14<00:23, 2.44it/s] Loading 0: 85%|████████▌ | 310/363 [00:14<00:16, 3.18it/s] Loading 0: 87%|████████▋ | 314/363 [00:14<00:11, 4.19it/s] Loading 0: 88%|████████▊ | 320/363 [00:14<00:06, 6.27it/s] Loading 0: 90%|████████▉ | 326/363 [00:14<00:04, 8.77it/s] Loading 0: 91%|█████████ | 331/363 [00:14<00:02, 11.37it/s] Loading 0: 93%|█████████▎| 338/363 [00:14<00:01, 16.22it/s] Loading 0: 95%|█████████▍| 344/363 [00:15<00:00, 19.90it/s] Loading 0: 96%|█████████▌| 349/363 [00:15<00:00, 23.17it/s] Loading 0: 98%|█████████▊| 356/363 [00:15<00:00, 29.68it/s] Loading 0: 100%|█████████▉| 362/363 [00:15<00:00, 32.21it/s]
Job leosheng-ft-dpo-219-v2-mkmlizer completed after 113.79s with status: succeeded
Stopping job with name leosheng-ft-dpo-219-v2-mkmlizer
Pipeline stage MKMLizer completed in 114.24s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service leosheng-ft-dpo-219-v2
Waiting for inference service leosheng-ft-dpo-219-v2 to be ready
Retrying (%r) after connection broken by '%r': %s
Inference service leosheng-ft-dpo-219-v2 ready after 190.75082540512085s
Pipeline stage MKMLDeployer completed in 191.27s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.153510808944702s
Received healthy response to inference request in 1.5678837299346924s
Received healthy response to inference request in 1.8688828945159912s
Received healthy response to inference request in 1.9922235012054443s
Received healthy response to inference request in 1.9420397281646729s
5 requests
0 failed requests
5th percentile: 1.6280835628509522
10th percentile: 1.6882833957672119
20th percentile: 1.8086830615997314
30th percentile: 1.8835142612457276
40th percentile: 1.9127769947052002
50th percentile: 1.9420397281646729
60th percentile: 1.9621132373809815
70th percentile: 1.98218674659729
80th percentile: 2.024480962753296
90th percentile: 2.088995885848999
95th percentile: 2.1212533473968507
99th percentile: 2.147059316635132
mean time: 1.9049081325531005
Pipeline stage StressChecker completed in 10.83s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.81s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
Shutdown handler de-registered
leosheng-ft-dpo-219_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4617.49s
Shutdown handler de-registered
leosheng-ft-dpo-219_v2 status is now inactive due to auto deactivation removed underperforming models
leosheng-ft-dpo-219_v2 status is now torndown due to DeploymentManager action
Failed to get response for submission rirv938-llama-8b-1024-t_67568_v3: HTTPConnectionPool(host='rirv938-llama-8b-1024-t-67568-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x729acc5cff90>, 'Connection to rirv938-llama-8b-1024-t-67568-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com timed out. (connect timeout=12.0)'))
leosheng-ft-dpo-219_v2 status is now torndown due to DeploymentManager action
leosheng-ft-dpo-219_v2 status is now torndown due to DeploymentManager action