chaiml-ca18-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-ca18-fd43-linear-w01_v2
model_name: chaiml-ca18-fd43-linear-w01_v2
model_group: ChaiML/ca18-fd43-linear-
status: torndown
timestamp: 2025-10-07T11:21:07+00:00
num_battles: 5482
num_wins: 2788
celo_rating: 1292.92
family_friendly_score: 0.5154000000000001
family_friendly_standard_error: 0.0070677130671809255
submission_type: basic
model_repo: ChaiML/ca18-fd43-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.8779749685227497, 'latency_mean': 1.1388885390758514, 'latency_p50': 1.1446431875228882, 'latency_p90': 1.2602971076965332}, {'batch_size': 4, 'throughput': 2.040827309136507, 'latency_mean': 1.951995918750763, 'latency_p50': 1.955753207206726, 'latency_p90': 2.158263063430786}, {'batch_size': 5, 'throughput': 2.223638771729023, 'latency_mean': 2.2394909119606017, 'latency_p50': 2.222139358520508, 'latency_p90': 2.548676037788391}, {'batch_size': 8, 'throughput': 2.615086483944352, 'latency_mean': 3.0382169139385224, 'latency_p50': 3.0436140298843384, 'latency_p90': 3.3923526763916017}, {'batch_size': 10, 'throughput': 2.735312290074169, 'latency_mean': 3.6272260677814483, 'latency_p50': 3.6277990341186523, 'latency_p90': 4.2024513483047485}, {'batch_size': 12, 'throughput': 2.7809793723738734, 'latency_mean': 4.268033609390259, 'latency_p50': 4.304059624671936, 'latency_p90': 4.799325799942016}, {'batch_size': 15, 'throughput': 2.8849479844745884, 'latency_mean': 5.130493997335434, 'latency_p50': 5.164466619491577, 'latency_p90': 6.0485937118530275}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ca18-fd43-linear-w01_v2
is_internal_developer: True
language_model: ChaiML/ca18-fd43-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 2.76
us_pacific_date: 2025-10-07
win_ratio: 0.508573513316308
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': ['###', 'You:', '</s>', '\n'], 'max_input_tokens': 1280, '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-fd43-linear-w01-v2-mkmlizer
Waiting for job on chaiml-ca18-fd43-linear-w01-v2-mkmlizer to finish
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║                                                                     ║
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chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: Downloaded to shared memory in 27.565s
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: Checking if ChaiML/ca18-fd43-linear-w01 already exists in ChaiML
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpijjnlwra, device:0
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: quantized model in 144.028s
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: Processed model ChaiML/ca18-fd43-linear-w01 in 171.594s
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w01-v2/nvidia
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w01-v2/nvidia/config.json
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w01-v2/nvidia/special_tokens_map.json
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w01-v2/nvidia/tokenizer_config.json
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w01-v2/nvidia/tokenizer.json
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w01-v2/nvidia/flywheel_model.0.safetensors
chaiml-ca18-fd43-linear-w01-v2-mkmlizer: 
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Job chaiml-ca18-fd43-linear-w01-v2-mkmlizer completed after 246.22s with status: succeeded
Stopping job with name chaiml-ca18-fd43-linear-w01-v2-mkmlizer
Pipeline stage MKMLizer completed in 247.21s
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-ca18-fd43-linear-w01-v2
Waiting for inference service chaiml-ca18-fd43-linear-w01-v2 to be ready
Retrying (%r) after connection broken by '%r': %s
Inference service chaiml-ca18-fd43-linear-w01-v2 ready after 50.45279383659363s
Pipeline stage MKMLDeployer completed in 51.10s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8643434047698975s
Received healthy response to inference request in 1.3294367790222168s
Received healthy response to inference request in 1.7021374702453613s
Received healthy response to inference request in 1.1379826068878174s
Received healthy response to inference request in 1.3019344806671143s
5 requests
0 failed requests
5th percentile: 1.1707729816436767
10th percentile: 1.203563356399536
20th percentile: 1.269144105911255
30th percentile: 1.3074349403381347
40th percentile: 1.3184358596801757
50th percentile: 1.3294367790222168
60th percentile: 1.4785170555114746
70th percentile: 1.6275973320007324
80th percentile: 1.7345786571502686
90th percentile: 1.799461030960083
95th percentile: 1.8319022178649902
99th percentile: 1.857855167388916
mean time: 1.4671669483184815
Pipeline stage StressChecker completed in 8.58s
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 0.62s
Shutdown handler de-registered
chaiml-ca18-fd43-linear-w01_v2 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ca18-fd43-linear-w01-v2-profiler
Waiting for inference service chaiml-ca18-fd43-linear-w01-v2-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2062.45s
Shutdown handler de-registered
chaiml-ca18-fd43-linear-w01_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ca18-fd43-linear-w01_v2 status is now torndown due to DeploymentManager action