chaiml-ca18-c13f-linear-w01

developer_uid: zonemercy
submission_id: chaiml-ca18-c13f-linear-w01_v21
model_name: chaiml-ca18-c13f-linear-w01_v21
model_group: ChaiML/ca18-c13f-linear-
status: torndown
timestamp: 2025-11-22T17:36:26+00:00
num_battles: 17395
num_wins: 8826
celo_rating: 1291.55
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ca18-c13f-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7896520463224551, 'latency_mean': 1.2662509822845458, 'latency_p50': 1.268757700920105, 'latency_p90': 1.3930181026458741}, {'batch_size': 4, 'throughput': 1.614480006126881, 'latency_mean': 2.4648606646060944, 'latency_p50': 2.474679708480835, 'latency_p90': 2.8020904541015623}, {'batch_size': 5, 'throughput': 1.7155656574170641, 'latency_mean': 2.902847697734833, 'latency_p50': 2.939120292663574, 'latency_p90': 3.3026025772094725}, {'batch_size': 8, 'throughput': 1.9398295042587814, 'latency_mean': 4.102175444364548, 'latency_p50': 4.098057389259338, 'latency_p90': 4.685061120986938}, {'batch_size': 10, 'throughput': 1.991178177123858, 'latency_mean': 4.98002476811409, 'latency_p50': 4.973326683044434, 'latency_p90': 5.605581188201905}, {'batch_size': 12, 'throughput': 2.045681482741573, 'latency_mean': 5.805745995044708, 'latency_p50': 5.80294394493103, 'latency_p90': 6.645227551460266}, {'batch_size': 15, 'throughput': 2.078467934663869, 'latency_mean': 7.150534934997559, 'latency_p50': 7.234989285469055, 'latency_p90': 8.164352011680602}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ca18-c13f-linear-w01_v21
is_internal_developer: True
language_model: ChaiML/ca18-c13f-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 1.89
us_pacific_date: 2025-11-19
win_ratio: 0.5073871802242024
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.15, 'frequency_penalty': 0.15, 'stopping_words': ['</s>', 'You:', '###', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {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-ca18-c13f-linear-w01-v21-mkmlizer
Waiting for job on chaiml-ca18-c13f-linear-w01-v21-mkmlizer to finish
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║                                                                     ║
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chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║                                                                     ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║                                                                     ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║                                                                     ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ║                                                                     ║
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: Downloaded to shared memory in 30.930s
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: Checking if ChaiML/ca18-c13f-linear-w01 already exists in ChaiML
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphoov44j5, device:0
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: quantized model in 144.797s
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: Processed model ChaiML/ca18-c13f-linear-w01 in 175.728s
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-c13f-linear-w01-v21/nvidia
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-c13f-linear-w01-v21/nvidia/config.json
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-c13f-linear-w01-v21/nvidia/tokenizer_config.json
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-c13f-linear-w01-v21/nvidia/special_tokens_map.json
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-c13f-linear-w01-v21/nvidia/tokenizer.json
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-c13f-linear-w01-v21/nvidia/flywheel_model.0.safetensors
chaiml-ca18-c13f-linear-w01-v21-mkmlizer: 
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Job chaiml-ca18-c13f-linear-w01-v21-mkmlizer completed after 236.51s with status: succeeded
Stopping job with name chaiml-ca18-c13f-linear-w01-v21-mkmlizer
Pipeline stage MKMLizer completed in 237.01s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.22s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ca18-c13f-linear-w01-v21
Waiting for inference service chaiml-ca18-c13f-linear-w01-v21 to be ready
Failed to get response for submission chaiml-llama-0-9b-banne_77079_v7: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-02f4-69d4-linear-w01_v8/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...linear-w01_v8/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
Inference service chaiml-ca18-c13f-linear-w01-v21 ready after 141.0125937461853s
Pipeline stage MKMLDeployer completed in 142.02s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4011204242706299s
Received healthy response to inference request in 1.4824137687683105s
Received healthy response to inference request in 1.4355583190917969s
Received healthy response to inference request in 1.622011423110962s
Received healthy response to inference request in 1.071000337600708s
5 requests
0 failed requests
5th percentile: 1.1370243549346923
10th percentile: 1.2030483722686767
20th percentile: 1.3350964069366456
30th percentile: 1.4080080032348632
40th percentile: 1.42178316116333
50th percentile: 1.4355583190917969
60th percentile: 1.4543004989624024
70th percentile: 1.4730426788330078
80th percentile: 1.5103332996368408
90th percentile: 1.5661723613739014
95th percentile: 1.5940918922424316
99th percentile: 1.616427516937256
mean time: 1.4024208545684815
Pipeline stage StressChecker completed in 9.03s
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 0.76s
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-ca18-c13f-linear-w01_v21 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 4238.64s
Shutdown handler de-registered
chaiml-ca18-c13f-linear-w01_v21 status is now torndown due to DeploymentManager action