developer_uid: NischayDnk
submission_id: chaiml-gemma2-sfts1-scre_8873_v1
model_name: chaiml-gemma2-sfts1-scre_8873_v1
model_group: ChaiML/gemma2-sfts1-scre
status: torndown
timestamp: 2025-05-18T21:42:25+00:00
num_battles: 172
num_wins: 84
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/gemma2-sfts1-screenshottop3k
model_architecture: Gemma2ForCausalLM
model_num_parameters: 28731935232.0
best_of: 5
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.38844493294074844, 'latency_mean': 2.5743128740787506, 'latency_p50': 2.5983210802078247, 'latency_p90': 2.888170337677002}, {'batch_size': 3, 'throughput': 0.8457557501725314, 'latency_mean': 3.5413004183769226, 'latency_p50': 3.529368281364441, 'latency_p90': 3.9276620626449583}, {'batch_size': 5, 'throughput': 1.153975452924341, 'latency_mean': 4.295703698396682, 'latency_p50': 4.3096044063568115, 'latency_p90': 4.809149122238159}, {'batch_size': 6, 'throughput': 1.2805472064898338, 'latency_mean': 4.631487003564835, 'latency_p50': 4.622671604156494, 'latency_p90': 5.267812871932983}, {'batch_size': 8, 'throughput': 1.4649731098160388, 'latency_mean': 5.4082670760154725, 'latency_p50': 5.426373243331909, 'latency_p90': 6.068014287948609}, {'batch_size': 10, 'throughput': 1.6129265159909476, 'latency_mean': 6.148906350135803, 'latency_p50': 6.153306365013123, 'latency_p90': 6.932382416725159}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-gemma2-sfts1-scre_8873_v1
ineligible_reason: num_battles<5000
is_internal_developer: False
language_model: ChaiML/gemma2-sfts1-screenshottop3k
model_size: 29B
ranking_group: single
throughput_3p7s: 0.92
us_pacific_date: 2025-05-18
win_ratio: 0.4883720930232558
generation_params: {'temperature': 0.4, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.3, 'frequency_penalty': 0.3, 'stopping_words': ['<|im_start|>', '<|im_end|>', '\n'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', '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-gemma2-sfts1-scre-8873-v1-mkmlizer
Waiting for job on chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer to finish
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ _____ __ __ ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ /___/ ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ Version: 0.12.8 ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ belonging to: ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ║ ║
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: Downloaded to shared memory in 134.907s
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpm26l10ft, device:0
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: quantized model in 69.585s
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: Processed model ChaiML/gemma2-sfts1-screenshottop3k in 204.493s
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gemma2-sfts1-scre-8873-v1
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gemma2-sfts1-scre-8873-v1/config.json
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gemma2-sfts1-scre-8873-v1/special_tokens_map.json
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gemma2-sfts1-scre-8873-v1/tokenizer_config.json
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-gemma2-sfts1-scre-8873-v1/tokenizer.model
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gemma2-sfts1-scre-8873-v1/tokenizer.json
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-gemma2-sfts1-scre-8873-v1/flywheel_model.2.safetensors
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gemma2-sfts1-scre-8873-v1/flywheel_model.0.safetensors
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gemma2-sfts1-scre-8873-v1/flywheel_model.1.safetensors
chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer: Loading 0: 0%| | 0/508 [00:00<?, ?it/s] Loading 0: 1%| | 4/508 [00:00<00:13, 37.40it/s] Loading 0: 2%|▏ | 12/508 [00:00<00:11, 43.88it/s] Loading 0: 3%|▎ | 17/508 [00:00<00:14, 33.38it/s] Loading 0: 5%|▌ | 27/508 [00:00<00:10, 45.27it/s] Loading 0: 6%|▋ | 32/508 [00:00<00:16, 29.03it/s] Loading 0: 7%|▋ | 38/508 [00:01<00:14, 31.77it/s] Loading 0: 9%|▉ | 47/508 [00:01<00:11, 38.97it/s] Loading 0: 10%|█ | 52/508 [00:01<00:11, 40.96it/s] Loading 0: 11%|█▏ | 58/508 [00:01<00:10, 41.08it/s] Loading 0: 12%|█▏ | 63/508 [00:01<00:10, 42.78it/s] Loading 0: 13%|█▎ | 68/508 [00:01<00:11, 39.95it/s] Loading 0: 14%|█▍ | 73/508 [00:02<00:14, 29.43it/s] Loading 0: 15%|█▌ | 78/508 [00:02<00:13, 31.32it/s] Loading 0: 16%|█▌ | 82/508 [00:02<00:13, 31.20it/s] Loading 0: 17%|█▋ | 88/508 [00:02<00:12, 33.95it/s] Loading 0: 19%|█▉ | 97/508 [00:02<00:10, 40.85it/s] Loading 0: 20%|██ | 103/508 [00:02<00:09, 44.91it/s] Loading 0: 21%|██▏ | 108/508 [00:02<00:09, 41.33it/s] Loading 0: 22%|██▏ | 114/508 [00:02<00:08, 45.44it/s] Loading 0: 23%|██▎ | 119/508 [00:03<00:11, 33.17it/s] Loading 0: 25%|██▍ | 125/508 [00:03<00:10, 38.16it/s] Loading 0: 26%|██▌ | 133/508 [00:03<00:08, 43.44it/s] Loading 0: 27%|██▋ | 138/508 [00:03<00:09, 38.36it/s] Loading 0: 29%|██▊ | 146/508 [00:03<00:08, 41.83it/s] Loading 0: 30%|██▉ | 151/508 [00:03<00:08, 43.26it/s] Loading 0: 31%|███ | 157/508 [00:04<00:08, 42.03it/s] Loading 0: 32%|███▏ | 162/508 [00:04<00:07, 43.73it/s] Loading 0: 33%|███▎ | 168/508 [00:04<00:07, 46.63it/s] Loading 0: 34%|███▍ | 173/508 [00:04<00:11, 30.39it/s] Loading 0: 35%|███▌ | 179/508 [00:04<00:09, 35.91it/s] Loading 0: 36%|███▌ | 184/508 [00:04<00:08, 38.53it/s] Loading 0: 37%|███▋ | 190/508 [00:04<00:08, 38.51it/s] Loading 0: 38%|███▊ | 195/508 [00:19<04:21, 1.20it/s] Loading 0: 39%|███▉ | 199/508 [00:19<03:18, 1.55it/s] Loading 0: 40%|███▉ | 203/508 [00:20<02:33, 1.99it/s] Loading 0: 42%|████▏ | 211/508 [00:20<01:28, 3.34it/s] Loading 0: 43%|████▎ | 216/508 [00:20<01:07, 4.35it/s] Loading 0: 43%|████▎ | 220/508 [00:20<00:52, 5.51it/s] Loading 0: 44%|████▍ | 225/508 [00:20<00:38, 7.34it/s] Loading 0: 46%|████▌ | 234/508 [00:21<00:23, 11.75it/s] Loading 0: 47%|████▋ | 238/508 [00:21<00:19, 13.85it/s] Loading 0: 48%|████▊ | 245/508 [00:21<00:14, 18.45it/s] Loading 0: 49%|████▉ | 250/508 [00:21<00:11, 22.10it/s] Loading 0: 50%|█████ | 255/508 [00:21<00:10, 24.21it/s] Loading 0: 51%|█████ | 260/508 [00:21<00:09, 26.94it/s] Loading 0: 52%|█████▏ | 264/508 [00:21<00:09, 24.92it/s] Loading 0: 53%|█████▎ | 269/508 [00:22<00:08, 27.10it/s] Loading 0: 55%|█████▍ | 278/508 [00:22<00:06, 35.10it/s] Loading 0: 56%|█████▌ | 283/508 [00:22<00:05, 37.86it/s] Loading 0: 57%|█████▋ | 289/508 [00:22<00:05, 38.48it/s] Loading 0: 58%|█████▊ | 294/508 [00:22<00:05, 40.83it/s] Loading 0: 59%|█████▉ | 300/508 [00:22<00:05, 40.38it/s] Loading 0: 60%|██████ | 305/508 [00:22<00:04, 42.37it/s] Loading 0: 61%|██████ | 311/508 [00:22<00:04, 45.88it/s] Loading 0: 62%|██████▏ | 316/508 [00:23<00:06, 30.38it/s] Loading 0: 63%|██████▎ | 322/508 [00:23<00:05, 35.96it/s] Loading 0: 65%|██████▍ | 328/508 [00:23<00:04, 41.08it/s] Loading 0: 66%|██████▌ | 333/508 [00:23<00:04, 38.23it/s] Loading 0: 67%|██████▋ | 339/508 [00:23<00:03, 42.96it/s] Loading 0: 68%|██████▊ | 344/508 [00:23<00:04, 39.87it/s] Loading 0: 69%|██████▊ | 349/508 [00:23<00:03, 42.10it/s] Loading 0: 70%|██████▉ | 354/508 [00:24<00:03, 38.58it/s] Loading 0: 71%|███████ | 359/508 [00:24<00:04, 32.34it/s] Loading 0: 71%|███████▏ | 363/508 [00:24<00:04, 33.27it/s] Loading 0: 72%|███████▏ | 368/508 [00:24<00:04, 33.32it/s] Loading 0: 74%|███████▍ | 377/508 [00:24<00:03, 40.50it/s] Loading 0: 75%|███████▌ | 382/508 [00:24<00:02, 42.39it/s] Loading 0: 76%|███████▋ | 388/508 [00:25<00:02, 40.87it/s] Loading 0: 77%|███████▋ | 393/508 [00:25<00:02, 42.43it/s] Loading 0: 78%|███████▊ | 398/508 [00:25<00:02, 37.77it/s] Loading 0: 79%|███████▉ | 403/508 [00:25<00:02, 37.53it/s] Loading 0: 80%|████████ | 407/508 [00:25<00:03, 30.20it/s] Loading 0: 81%|████████ | 411/508 [00:25<00:03, 32.03it/s] Loading 0: 82%|████████▏ | 419/508 [00:25<00:02, 39.72it/s] Loading 0: 83%|████████▎ | 424/508 [00:26<00:02, 35.70it/s] Loading 0: 85%|████████▌ | 432/508 [00:26<00:01, 40.22it/s] Loading 0: 86%|████████▌ | 437/508 [00:26<00:01, 42.18it/s] Loading 0: 87%|████████▋ | 443/508 [00:26<00:01, 40.66it/s] Loading 0: 88%|████████▊ | 448/508 [00:26<00:01, 42.53it/s] Loading 0: 89%|████████▉ | 451/508 [00:41<00:01, 42.53it/s] Loading 0: 89%|████████▉ | 452/508 [00:41<00:49, 1.14it/s] Loading 0: 90%|████████▉ | 456/508 [00:41<00:34, 1.50it/s] Loading 0: 91%|█████████ | 460/508 [00:41<00:24, 1.96it/s] Loading 0: 92%|█████████▏| 466/508 [00:41<00:13, 3.01it/s] Loading 0: 93%|█████████▎| 474/508 [00:41<00:06, 4.90it/s] Loading 0: 94%|█████████▍| 479/508 [00:42<00:04, 6.26it/s] Loading 0: 96%|█████████▌| 487/508 [00:42<00:02, 9.40it/s] Loading 0: 97%|█████████▋| 492/508 [00:42<00:01, 11.80it/s] Loading 0: 98%|█████████▊| 497/508 [00:42<00:00, 14.14it/s] Loading 0: 99%|█████████▉| 502/508 [00:42<00:00, 15.57it/s] Loading 0: 100%|█████████▉| 506/508 [00:42<00:00, 18.03it/s]
Job chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer completed after 238.81s with status: succeeded
Stopping job with name chaiml-gemma2-sfts1-scre-8873-v1-mkmlizer
Pipeline stage MKMLizer completed in 239.31s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-gemma2-sfts1-scre-8873-v1
Waiting for inference service chaiml-gemma2-sfts1-scre-8873-v1 to be ready
Inference service chaiml-gemma2-sfts1-scre-8873-v1 ready after 281.3032419681549s
Pipeline stage MKMLDeployer completed in 281.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.460942029953003s
Received healthy response to inference request in 2.6346309185028076s
Received healthy response to inference request in 2.834686040878296s
Received healthy response to inference request in 2.757215738296509s
Received healthy response to inference request in 2.5692484378814697s
5 requests
0 failed requests
5th percentile: 2.5823249340057375
10th percentile: 2.595401430130005
20th percentile: 2.62155442237854
30th percentile: 2.6591478824615478
40th percentile: 2.7081818103790285
50th percentile: 2.757215738296509
60th percentile: 2.7882038593292235
70th percentile: 2.8191919803619383
80th percentile: 2.959937238693237
90th percentile: 3.2104396343231203
95th percentile: 3.3356908321380616
99th percentile: 3.4358917903900146
mean time: 2.851344633102417
Pipeline stage StressChecker completed in 15.76s
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 0.62s
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 0.67s
Shutdown handler de-registered
chaiml-gemma2-sfts1-scre_8873_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-gemma2-sfts1-scre-8873-v1-profiler
Waiting for inference service chaiml-gemma2-sfts1-scre-8873-v1-profiler to be ready
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
chaiml-gemma2-sfts1-scre_8873_v1 status is now inactive due to admin request
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 4250.78s
Shutdown handler de-registered
chaiml-gemma2-sfts1-scre_8873_v1 status is now torndown due to DeploymentManager action