chaiml-4d70-fd43-linear-w02

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w02_v6
model_name: chaiml-4d70-fd43-linear-w02_v6
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-10-08T23:17:23+00:00
num_battles: 5632
num_wins: 2967
celo_rating: 1305.93
family_friendly_score: 0.5207999999999999
family_friendly_standard_error: 0.007064946708928524
submission_type: basic
model_repo: ChaiML/4d70-fd43-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 74
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7292474533882739, 'latency_mean': 1.3711572551727296, 'latency_p50': 1.3682827949523926, 'latency_p90': 1.4994037389755248}, {'batch_size': 4, 'throughput': 1.6109703136724594, 'latency_mean': 2.474302225112915, 'latency_p50': 2.4561463594436646, 'latency_p90': 2.7671377420425416}, {'batch_size': 5, 'throughput': 1.732199746249065, 'latency_mean': 2.8756292176246645, 'latency_p50': 2.852315902709961, 'latency_p90': 3.1900775909423826}, {'batch_size': 8, 'throughput': 1.971817108169485, 'latency_mean': 4.028064750432968, 'latency_p50': 4.0233314037323, 'latency_p90': 4.501610541343689}, {'batch_size': 10, 'throughput': 2.043429895977396, 'latency_mean': 4.850702164173126, 'latency_p50': 4.863688349723816, 'latency_p90': 5.491560983657837}, {'batch_size': 12, 'throughput': 2.0999449320094348, 'latency_mean': 5.657292028665543, 'latency_p50': 5.729130268096924, 'latency_p90': 6.296464228630065}, {'batch_size': 15, 'throughput': 2.142322347177059, 'latency_mean': 6.917587959766388, 'latency_p50': 6.9404308795928955, 'latency_p90': 7.7450943946838375}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-fd43-linear-w02_v6
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-fd43-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 1.93
us_pacific_date: 2025-10-08
win_ratio: 0.5268110795454546
generation_params: {'temperature': 0.85, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.08, 'frequency_penalty': 0.08, 'stopping_words': ['\n', '</s>', '<|im_end|>', '<|im_start|>', '###'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 74}
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-4d70-fd43-linear-w02-v6-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w02-v6-mkmlizer to finish
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: Downloaded to shared memory in 27.605s
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w02 already exists in ChaiML
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplzei71vn, device:0
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: quantized model in 144.538s
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w02 in 172.144s
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v6/nvidia
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v6/nvidia/config.json
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v6/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v6/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v6/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w02-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-fd43-linear-w02-v6-mkmlizer completed after 237.49s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w02-v6-mkmlizer
Pipeline stage MKMLizer completed in 237.99s
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-4d70-fd43-linear-w02-v6
Waiting for inference service chaiml-4d70-fd43-linear-w02-v6 to be ready
Inference service chaiml-4d70-fd43-linear-w02-v6 ready after 60.32575726509094s
Pipeline stage MKMLDeployer completed in 60.97s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9278430938720703s
Received healthy response to inference request in 1.2650256156921387s
Received healthy response to inference request in 1.5001249313354492s
Received healthy response to inference request in 1.2115912437438965s
Received healthy response to inference request in 1.2128865718841553s
5 requests
0 failed requests
5th percentile: 1.2118503093719482
10th percentile: 1.212109375
20th percentile: 1.2126275062561036
30th percentile: 1.223314380645752
40th percentile: 1.2441699981689454
50th percentile: 1.2650256156921387
60th percentile: 1.359065341949463
70th percentile: 1.453105068206787
80th percentile: 1.5856685638427734
90th percentile: 1.7567558288574219
95th percentile: 1.842299461364746
99th percentile: 1.9107343673706054
mean time: 1.423494291305542
Pipeline stage StressChecker completed in 8.33s
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 1.06s
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 0.63s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w02_v6 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-4d70-fd43-linear-w02-v6-profiler
Waiting for inference service chaiml-4d70-fd43-linear-w02-v6-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 2162.07s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w02_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w02_v6 status is now torndown due to DeploymentManager action