developer_uid: NischayDnk
submission_id: chaiml-qwen25-14b-ft-sf_35028_v7
model_name: chaiml-qwen25-14b-ft-sf_35028_v7
model_group: ChaiML/qwen25-14B-ft-sft
status: torndown
timestamp: 2025-04-17T02:51:26+00:00
num_battles: 6771
num_wins: 3170
celo_rating: 1271.89
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/qwen25-14B-ft-sft-exp2-del12k
model_architecture: Qwen2ForCausalLM
model_num_parameters: 14769689600.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.46530887282629674, 'latency_mean': 2.1490413582324983, 'latency_p50': 2.144522190093994, 'latency_p90': 2.368709588050842}, {'batch_size': 3, 'throughput': 0.8649892089899521, 'latency_mean': 3.461153495311737, 'latency_p50': 3.451959013938904, 'latency_p90': 3.831593322753906}, {'batch_size': 5, 'throughput': 1.0492141753415274, 'latency_mean': 4.747404997348785, 'latency_p50': 4.735550403594971, 'latency_p90': 5.23974072933197}, {'batch_size': 6, 'throughput': 1.0930218479856486, 'latency_mean': 5.457562351226807, 'latency_p50': 5.441300272941589, 'latency_p90': 6.214382123947144}, {'batch_size': 10, 'throughput': 1.1804709753006548, 'latency_mean': 8.402812082767486, 'latency_p50': 8.396197199821472, 'latency_p90': 9.446166634559631}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-qwen25-14b-ft-sf_35028_v7
is_internal_developer: False
language_model: ChaiML/qwen25-14B-ft-sft-exp2-del12k
model_size: 15B
ranking_group: single
throughput_3p7s: 0.91
us_pacific_date: 2025-04-16
win_ratio: 0.4681730911239108
generation_params: {'temperature': 0.75, 'top_p': 0.96, 'min_p': 0.02, 'top_k': 60, 'presence_penalty': 0.2, 'frequency_penalty': 0.2, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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 chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer
Waiting for job on chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer to finish
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║       /___/                                                         ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: quantized model in 37.403s
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: Processed model ChaiML/qwen25-14B-ft-sft-exp2-del12k in 79.308s
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v7
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v7/special_tokens_map.json
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v7/config.json
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v7/tokenizer_config.json
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v7/merges.txt
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v7/vocab.json
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v7/tokenizer.json
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v7/flywheel_model.1.safetensors
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v7/flywheel_model.0.safetensors
chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer: 
Loading 0:   0%|          | 0/579 [00:00<?, ?it/s]
Loading 0:   3%|▎         | 15/579 [00:00<00:04, 132.76it/s]
Loading 0:   5%|▌         | 29/579 [00:00<00:04, 119.48it/s]
Loading 0:   8%|▊         | 48/579 [00:00<00:03, 148.20it/s]
Loading 0:  11%|█         | 64/579 [00:00<00:03, 139.81it/s]
Loading 0:  14%|█▍        | 81/579 [00:00<00:05, 92.28it/s] 
Loading 0:  16%|█▌        | 94/579 [00:00<00:04, 99.61it/s]
Loading 0:  18%|█▊        | 107/579 [00:00<00:04, 106.50it/s]
Loading 0:  21%|██        | 120/579 [00:01<00:04, 111.92it/s]
Loading 0:  24%|██▍       | 138/579 [00:01<00:03, 129.04it/s]
Loading 0:  27%|██▋       | 154/579 [00:01<00:03, 136.33it/s]
Loading 0:  29%|██▉       | 169/579 [00:01<00:03, 132.43it/s]
Loading 0:  32%|███▏      | 188/579 [00:01<00:02, 147.75it/s]
Loading 0:  35%|███▌      | 204/579 [00:01<00:04, 89.61it/s] 
Loading 0:  38%|███▊      | 219/579 [00:01<00:03, 100.13it/s]
Loading 0:  40%|████      | 232/579 [00:02<00:03, 104.71it/s]
Loading 0:  42%|████▏     | 245/579 [00:02<00:03, 108.44it/s]
Loading 0:  45%|████▌     | 263/579 [00:02<00:02, 124.36it/s]
Loading 0:  48%|████▊     | 279/579 [00:02<00:02, 131.57it/s]
Loading 0:  51%|█████▏    | 297/579 [00:02<00:02, 96.10it/s] 
Loading 0:  53%|█████▎    | 309/579 [00:02<00:02, 94.24it/s]
Loading 0:  56%|█████▋    | 327/579 [00:02<00:02, 109.89it/s]
Loading 0:  59%|█████▊    | 340/579 [00:03<00:02, 114.35it/s]
Loading 0:  61%|██████▏   | 356/579 [00:03<00:01, 125.47it/s]
Loading 0:  65%|██████▍   | 375/579 [00:03<00:01, 135.44it/s]
Loading 0:  67%|██████▋   | 390/579 [00:03<00:01, 132.14it/s]
Loading 0:  70%|██████▉   | 405/579 [00:03<00:01, 103.55it/s]
Loading 0:  72%|███████▏  | 417/579 [00:03<00:01, 98.39it/s] 
Loading 0:  75%|███████▌  | 435/579 [00:03<00:01, 114.32it/s]
Loading 0:  78%|███████▊  | 449/579 [00:03<00:01, 115.36it/s]
Loading 0:  81%|████████▏ | 471/579 [00:04<00:00, 134.56it/s]
Loading 0:  84%|████████▍ | 486/579 [00:04<00:00, 130.84it/s]
Loading 0:  88%|████████▊ | 507/579 [00:04<00:00, 150.73it/s]
Loading 0:  88%|████████▊ | 512/579 [00:22<00:00, 150.73it/s]
Loading 0:  89%|████████▊ | 513/579 [00:26<00:30,  2.15it/s] 
Loading 0:  90%|████████▉ | 521/579 [00:26<00:21,  2.65it/s]
Loading 0:  92%|█████████▏| 535/579 [00:26<00:11,  3.89it/s]
Loading 0:  96%|█████████▌| 556/579 [00:26<00:03,  6.50it/s]
Loading 0:  99%|█████████▊| 571/579 [00:26<00:00,  9.03it/s]
                                                            

Job chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer completed after 115.56s with status: succeeded
Stopping job with name chaiml-qwen25-14b-ft-sf-35028-v7-mkmlizer
Pipeline stage MKMLizer completed in 116.07s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-qwen25-14b-ft-sf-35028-v7
Waiting for inference service chaiml-qwen25-14b-ft-sf-35028-v7 to be ready
Inference service chaiml-qwen25-14b-ft-sf-35028-v7 ready after 130.52857756614685s
Pipeline stage MKMLDeployer completed in 131.09s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.846698045730591s
Received healthy response to inference request in 2.135690927505493s
Received healthy response to inference request in 2.097736358642578s
Received healthy response to inference request in 2.476949453353882s
Received healthy response to inference request in 2.0582916736602783s
5 requests
0 failed requests
5th percentile: 2.066180610656738
10th percentile: 2.074069547653198
20th percentile: 2.0898474216461183
30th percentile: 2.105327272415161
40th percentile: 2.1205090999603273
50th percentile: 2.135690927505493
60th percentile: 2.272194337844849
70th percentile: 2.408697748184204
80th percentile: 2.5508991718292235
90th percentile: 2.6987986087799074
95th percentile: 2.772748327255249
99th percentile: 2.8319081020355226
mean time: 2.3230732917785644
Pipeline stage StressChecker completed in 13.20s
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 0.96s
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 0.77s
Shutdown handler de-registered
chaiml-qwen25-14b-ft-sf_35028_v7 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
Received signal 15, running shutdown handler
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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2315.05s
Shutdown handler de-registered
chaiml-qwen25-14b-ft-sf_35028_v7 status is now torndown due to DeploymentManager action