chaiml-2a6f-69d4-linear-w01

developer_uid: zonemercy
submission_id: chaiml-2a6f-69d4-linear-w01_v2
model_name: chaiml-2a6f-69d4-linear-w01_v2
model_group: ChaiML/2a6f-69d4-linear-
status: torndown
timestamp: 2025-10-05T19:21:12+00:00
num_battles: 5620
num_wins: 2872
celo_rating: 1299.76
family_friendly_score: 0.5374
family_friendly_standard_error: 0.007051258611056611
submission_type: basic
model_repo: ChaiML/2a6f-69d4-linear-w01
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': 0.5450099957028739, 'latency_mean': 1.8347268640995025, 'latency_p50': 1.827910304069519, 'latency_p90': 2.033116006851196}, {'batch_size': 3, 'throughput': 1.08657100576466, 'latency_mean': 2.7549911975860595, 'latency_p50': 2.772709012031555, 'latency_p90': 3.0590869188308716}, {'batch_size': 5, 'throughput': 1.4010361678563121, 'latency_mean': 3.553024011850357, 'latency_p50': 3.5476179122924805, 'latency_p90': 4.029163265228271}, {'batch_size': 6, 'throughput': 1.5100359765377291, 'latency_mean': 3.944211301803589, 'latency_p50': 3.92647647857666, 'latency_p90': 4.4815126895904545}, {'batch_size': 8, 'throughput': 1.652900388259795, 'latency_mean': 4.809777535200119, 'latency_p50': 4.874802350997925, 'latency_p90': 5.485165548324585}, {'batch_size': 10, 'throughput': 1.7372143683375212, 'latency_mean': 5.698765461444855, 'latency_p50': 5.671471953392029, 'latency_p90': 6.68814754486084}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2a6f-69d4-linear-w01_v2
is_internal_developer: True
language_model: ChaiML/2a6f-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-10-05
win_ratio: 0.5110320284697509
generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['###', '</s>', '\n', 'You:'], 'max_input_tokens': 1024, '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': 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-2a6f-69d4-linear-w01-v2-mkmlizer
Waiting for job on chaiml-2a6f-69d4-linear-w01-v2-mkmlizer to finish
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║                                                                     ║
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chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: Downloaded to shared memory in 48.649s
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: Checking if ChaiML/2a6f-69d4-linear-w01 already exists in ChaiML
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqg7zx34h, device:0
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: quantized model in 282.192s
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: Processed model ChaiML/2a6f-69d4-linear-w01 in 330.842s
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v2/nvidia
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v2/nvidia/config.json
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v2/nvidia/special_tokens_map.json
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v2/nvidia/tokenizer_config.json
Retrying (%r) after connection broken by '%r': %s
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v2/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-69d4-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-2a6f-69d4-linear-w01-v2-mkmlizer completed after 449.07s with status: succeeded
Stopping job with name chaiml-2a6f-69d4-linear-w01-v2-mkmlizer
Pipeline stage MKMLizer completed in 449.90s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-2a6f-69d4-linear-w01-v2
Waiting for inference service chaiml-2a6f-69d4-linear-w01-v2 to be ready
Inference service chaiml-2a6f-69d4-linear-w01-v2 ready after 60.719937324523926s
Pipeline stage MKMLDeployer completed in 62.06s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.4650018215179443s
Received healthy response to inference request in 2.9619410037994385s
Received healthy response to inference request in 1.7889916896820068s
Received healthy response to inference request in 1.8879296779632568s
5 requests
1 failed requests
5th percentile: 1.8087792873382569
10th percentile: 1.828566884994507
20th percentile: 1.8681420803070068
30th percentile: 2.003344106674194
40th percentile: 2.2341729640960692
50th percentile: 2.4650018215179443
60th percentile: 2.663777494430542
70th percentile: 2.8625531673431395
80th percentile: 6.402361869812015
90th percentile: 13.28320360183716
95th percentile: 16.723624467849728
99th percentile: 19.47596116065979
mean time: 5.85358190536499
%s, retrying in %s seconds...
Received healthy response to inference request in 2.0429446697235107s
Received healthy response to inference request in 2.016042947769165s
Received healthy response to inference request in 1.8446006774902344s
Received healthy response to inference request in 1.8259391784667969s
Received healthy response to inference request in 1.765392780303955s
5 requests
0 failed requests
5th percentile: 1.7775020599365234
10th percentile: 1.7896113395690918
20th percentile: 1.8138298988342285
30th percentile: 1.8296714782714845
40th percentile: 1.8371360778808594
50th percentile: 1.8446006774902344
60th percentile: 1.9131775856018067
70th percentile: 1.9817544937133789
80th percentile: 2.0214232921600344
90th percentile: 2.0321839809417725
95th percentile: 2.0375643253326414
99th percentile: 2.041868600845337
mean time: 1.8989840507507325
Pipeline stage StressChecker completed in 41.67s
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 0.67s
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 0.68s
Shutdown handler de-registered
chaiml-2a6f-69d4-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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-2a6f-69d4-linear-w01-v2-profiler
Waiting for inference service chaiml-2a6f-69d4-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 2921.35s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear-w01_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-2a6f-69d4-linear-w01_v2 status is now torndown due to DeploymentManager action