developer_uid: zonemercy
submission_id: chaiml-02f4-6970-linear-w02_v3
model_name: chaiml-02f4-6970-linear-w02_v3
model_group: ChaiML/02f4-6970-linear-
status: torndown
timestamp: 2025-10-06T20:28:41+00:00
num_battles: 5651
num_wins: 2940
celo_rating: 1302.5
family_friendly_score: 0.5218
family_friendly_standard_error: 0.007064343706247595
submission_type: basic
model_repo: ChaiML/02f4-6970-linear-w02
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': 0.5388442510352761, 'latency_mean': 1.8557061326503754, 'latency_p50': 1.8707053661346436, 'latency_p90': 2.0557570695877074}, {'batch_size': 3, 'throughput': 1.0758755637656132, 'latency_mean': 2.7774940609931944, 'latency_p50': 2.7728718519210815, 'latency_p90': 3.0875896692276}, {'batch_size': 5, 'throughput': 1.3746725530266453, 'latency_mean': 3.6152810716629027, 'latency_p50': 3.62154757976532, 'latency_p90': 3.987086772918701}, {'batch_size': 6, 'throughput': 1.4859240748079778, 'latency_mean': 4.012122603654862, 'latency_p50': 4.004289507865906, 'latency_p90': 4.635831499099732}, {'batch_size': 8, 'throughput': 1.623401846918093, 'latency_mean': 4.898926422595978, 'latency_p50': 4.9014811515808105, 'latency_p90': 5.606527328491211}, {'batch_size': 10, 'throughput': 1.6704935348421175, 'latency_mean': 5.950449146032334, 'latency_p50': 5.943143606185913, 'latency_p90': 6.883795356750488}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-02f4-6970-linear-w02_v3
is_internal_developer: True
language_model: ChaiML/02f4-6970-linear-w02
model_size: 24B
ranking_group: single
throughput_3p7s: 1.41
us_pacific_date: 2025-10-06
win_ratio: 0.5202619005485755
generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['###', '<|im_start|>', '</s>', '<|im_end|>', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-02f4-6970-linear-w02-v3-mkmlizer
Waiting for job on chaiml-02f4-6970-linear-w02-v3-mkmlizer to finish
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║                                                                     ║
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chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-02f4-6970-linear-w02-v3-mkmlizer: Downloaded to shared memory in 44.865s
chaiml-02f4-6970-linear-w02-v3-mkmlizer: Checking if ChaiML/02f4-6970-linear-w02 already exists in ChaiML
chaiml-02f4-6970-linear-w02-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnel4q5pw, device:0
chaiml-02f4-6970-linear-w02-v3-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-02f4-6970-linear-w02-v3-mkmlizer: quantized model in 282.198s
chaiml-02f4-6970-linear-w02-v3-mkmlizer: Processed model ChaiML/02f4-6970-linear-w02 in 327.064s
chaiml-02f4-6970-linear-w02-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-02f4-6970-linear-w02-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-02f4-6970-linear-w02-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v3/nvidia
chaiml-02f4-6970-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v3/nvidia/config.json
chaiml-02f4-6970-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v3/nvidia/special_tokens_map.json
chaiml-02f4-6970-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v3/nvidia/tokenizer_config.json
chaiml-02f4-6970-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v3/nvidia/tokenizer.json
chaiml-02f4-6970-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v3/nvidia/flywheel_model.1.safetensors
Failed to get response for submission rirv938-dotc-r2-grpo-20_50271_v3: HTTPConnectionPool(host='rirv938-dotc-r2-grpo-20-50271-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x7be018bb8c50>, 'Connection to rirv938-dotc-r2-grpo-20-50271-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com timed out. (connect timeout=12.0)'))
chaiml-02f4-6970-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v3/nvidia/flywheel_model.0.safetensors
chaiml-02f4-6970-linear-w02-v3-mkmlizer: 
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Job chaiml-02f4-6970-linear-w02-v3-mkmlizer completed after 460.07s with status: succeeded
Stopping job with name chaiml-02f4-6970-linear-w02-v3-mkmlizer
Pipeline stage MKMLizer completed in 460.56s
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-02f4-6970-linear-w02-v3
Waiting for inference service chaiml-02f4-6970-linear-w02-v3 to be ready
Inference service chaiml-02f4-6970-linear-w02-v3 ready after 60.307859897613525s
Pipeline stage MKMLDeployer completed in 60.74s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1024973392486572s
Received healthy response to inference request in 1.9606964588165283s
Received healthy response to inference request in 2.2373712062835693s
Received healthy response to inference request in 1.7219676971435547s
Received healthy response to inference request in 1.859724998474121s
5 requests
0 failed requests
5th percentile: 1.749519157409668
10th percentile: 1.7770706176757813
20th percentile: 1.8321735382080078
30th percentile: 1.8799192905426025
40th percentile: 1.9203078746795654
50th percentile: 1.9606964588165283
60th percentile: 2.01741681098938
70th percentile: 2.0741371631622316
80th percentile: 2.1294721126556397
90th percentile: 2.1834216594696043
95th percentile: 2.210396432876587
99th percentile: 2.231976251602173
mean time: 1.976451539993286
Pipeline stage StressChecker completed in 11.24s
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 0.65s
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 0.64s
Shutdown handler de-registered
chaiml-02f4-6970-linear-w02_v3 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 2714.50s
Shutdown handler de-registered
chaiml-02f4-6970-linear-w02_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-02f4-6970-linear-w02_v3 status is now torndown due to DeploymentManager action