chaiml-marco-guevarra25_35540

developer_uid: chai_backend_admin
submission_id: chaiml-marco-guevarra25_35540_v1
model_name: chaiml-marco-guevarra25_35540_v1
model_group: ChaiML/Marco-Guevarra250
status: torndown
timestamp: 2025-07-23T19:29:47+00:00
num_battles: 5829
num_wins: 3182
celo_rating: 1300.51
family_friendly_score: 0.484
family_friendly_standard_error: 0.007067446497851964
submission_type: basic
model_repo: ChaiML/Marco-Guevarra250708211318_dpo_dpo
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5636351128905442, 'latency_mean': 1.7740858590602875, 'latency_p50': 1.751503825187683, 'latency_p90': 1.9787410259246825}, {'batch_size': 3, 'throughput': 1.1084560219191149, 'latency_mean': 2.6985945224761965, 'latency_p50': 2.6927508115768433, 'latency_p90': 3.036711311340332}, {'batch_size': 5, 'throughput': 1.4017440572962294, 'latency_mean': 3.5432866394519804, 'latency_p50': 3.5549662113189697, 'latency_p90': 3.892911124229431}, {'batch_size': 6, 'throughput': 1.5289276597423822, 'latency_mean': 3.908452787399292, 'latency_p50': 3.9363845586776733, 'latency_p90': 4.317696475982666}, {'batch_size': 8, 'throughput': 1.6555819888048178, 'latency_mean': 4.809303945302963, 'latency_p50': 4.844936370849609, 'latency_p90': 5.375385189056396}, {'batch_size': 10, 'throughput': 1.7257099489817709, 'latency_mean': 5.730913658142089, 'latency_p50': 5.715208292007446, 'latency_p90': 6.483200931549073}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-marco-guevarra25_35540_v1
is_internal_developer: True
language_model: ChaiML/Marco-Guevarra250708211318_dpo_dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-07-23
win_ratio: 0.5458912334877337
generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.02, 'top_k': 60, 'presence_penalty': 0.2, 'frequency_penalty': 0.2, 'stopping_words': ['You:', '####', '\n', '####\n', '</s>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
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-marco-guevarra25-35540-v1-mkmlizer
Waiting for job on chaiml-marco-guevarra25-35540-v1-mkmlizer to finish
chaiml-marco-guevarra25-35540-v1-mkmlizer: Downloaded to shared memory in 78.156s
chaiml-marco-guevarra25-35540-v1-mkmlizer: Checking if ChaiML/Marco-Guevarra250708211318_dpo_dpo already exists in ChaiML
chaiml-marco-guevarra25-35540-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpru3j9uxl, device:0
chaiml-marco-guevarra25-35540-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-marco-guevarra25-35540-v1-mkmlizer: quantized model in 327.078s
chaiml-marco-guevarra25-35540-v1-mkmlizer: Processed model ChaiML/Marco-Guevarra250708211318_dpo_dpo in 405.234s
chaiml-marco-guevarra25-35540-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-marco-guevarra25-35540-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-marco-guevarra25-35540-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-marco-guevarra25-35540-v1/nvidia
chaiml-marco-guevarra25-35540-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-marco-guevarra25-35540-v1/nvidia/config.json
chaiml-marco-guevarra25-35540-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-marco-guevarra25-35540-v1/nvidia/special_tokens_map.json
chaiml-marco-guevarra25-35540-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-marco-guevarra25-35540-v1/nvidia/tokenizer_config.json
chaiml-marco-guevarra25-35540-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-marco-guevarra25-35540-v1/nvidia/tokenizer.json
chaiml-marco-guevarra25-35540-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-marco-guevarra25-35540-v1/nvidia/flywheel_model.1.safetensors
chaiml-marco-guevarra25-35540-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-marco-guevarra25-35540-v1/nvidia/flywheel_model.0.safetensors
chaiml-marco-guevarra25-35540-v1-mkmlizer: 
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Job chaiml-marco-guevarra25-35540-v1-mkmlizer completed after 436.59s with status: succeeded
Stopping job with name chaiml-marco-guevarra25-35540-v1-mkmlizer
Pipeline stage MKMLizer completed in 437.47s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-marco-guevarra25-35540-v1
Waiting for inference service chaiml-marco-guevarra25-35540-v1 to be ready
Inference service chaiml-marco-guevarra25-35540-v1 ready after 170.80252647399902s
Pipeline stage MKMLDeployer completed in 171.36s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.813340425491333s
read tcp 127.0.0.1:38888->127.0.0.1:8080: read: connection reset by peer
Received unhealthy response to inference request!
Received healthy response to inference request in 3.672389507293701s
Received healthy response to inference request in 2.02303409576416s
Received healthy response to inference request in 3.0945510864257812s
5 requests
1 failed requests
5th percentile: 0.5318685531616212
10th percentile: 0.9046599388122559
20th percentile: 1.6502427101135255
30th percentile: 2.2373374938964843
40th percentile: 2.665944290161133
50th percentile: 3.0945510864257812
60th percentile: 3.325686454772949
70th percentile: 3.556821823120117
80th percentile: 3.7005796909332274
90th percentile: 3.75696005821228
95th percentile: 3.785150241851807
99th percentile: 3.8077023887634276
mean time: 2.5524784564971923
%s, retrying in %s seconds...
Received healthy response to inference request in 2.080447196960449s
Received healthy response to inference request in 2.979419708251953s
Received healthy response to inference request in 2.173328399658203s
Received healthy response to inference request in 3.3991260528564453s
Received healthy response to inference request in 4.880213022232056s
5 requests
0 failed requests
5th percentile: 2.0990234375
10th percentile: 2.117599678039551
20th percentile: 2.1547521591186523
30th percentile: 2.334546661376953
40th percentile: 2.656983184814453
50th percentile: 2.979419708251953
60th percentile: 3.14730224609375
70th percentile: 3.3151847839355466
80th percentile: 3.6953434467315676
90th percentile: 4.287778234481811
95th percentile: 4.583995628356933
99th percentile: 4.820969543457031
mean time: 3.1025068759918213
Pipeline stage StressChecker completed in 32.16s
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 0.90s
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 0.73s
Shutdown handler de-registered
chaiml-marco-guevarra25_35540_v1 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3489.57s
Shutdown handler de-registered
chaiml-marco-guevarra25_35540_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-marco-guevarra25_35540_v1 status is now torndown due to DeploymentManager action