chaiml-2fe5-c13f-linear-w02

developer_uid: zonemercy
submission_id: chaiml-2fe5-c13f-linear-w02_v4
model_name: chaiml-2fe5-c13f-linear-w02_v4
model_group: ChaiML/2fe5-c13f-linear-
status: torndown
timestamp: 2025-10-08T20:06:21+00:00
num_battles: 6105
num_wins: 3152
celo_rating: 1296.25
family_friendly_score: 0.5369999999999999
family_friendly_standard_error: 0.007051680650738517
submission_type: basic
model_repo: ChaiML/2fe5-c13f-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.9094068900015623, 'latency_mean': 1.0994925475120545, 'latency_p50': 1.1075221300125122, 'latency_p90': 1.2151193618774414}, {'batch_size': 5, 'throughput': 2.41559076067104, 'latency_mean': 2.060221140384674, 'latency_p50': 2.0626553297042847, 'latency_p90': 2.335337829589844}, {'batch_size': 10, 'throughput': 3.012913857414029, 'latency_mean': 3.2902108108997346, 'latency_p50': 3.287949562072754, 'latency_p90': 3.7451302528381345}, {'batch_size': 15, 'throughput': 3.2204613374226185, 'latency_mean': 4.590706022977829, 'latency_p50': 4.641764998435974, 'latency_p90': 5.230165410041809}, {'batch_size': 20, 'throughput': 3.3040944140907698, 'latency_mean': 5.944829088449478, 'latency_p50': 5.893517851829529, 'latency_p90': 7.025040888786316}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2fe5-c13f-linear-w02_v4
is_internal_developer: True
language_model: ChaiML/2fe5-c13f-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 3.13
us_pacific_date: 2025-10-08
win_ratio: 0.5162981162981163
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', '<|eot_id|>', '####', 'User:', '<|im_end|>', 'You:', '\n', 'Bot:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", '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-2fe5-c13f-linear-w02-v4-mkmlizer
Waiting for job on chaiml-2fe5-c13f-linear-w02-v4-mkmlizer to finish
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║                                                                     ║
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chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: Downloaded to shared memory in 28.679s
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: Checking if ChaiML/2fe5-c13f-linear-w02 already exists in ChaiML
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptyheacy1, device:0
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: quantized model in 144.112s
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: Processed model ChaiML/2fe5-c13f-linear-w02 in 172.792s
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w02-v4/nvidia
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w02-v4/nvidia/tokenizer.json
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w02-v4/nvidia/flywheel_model.0.safetensors
chaiml-2fe5-c13f-linear-w02-v4-mkmlizer: 
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Job chaiml-2fe5-c13f-linear-w02-v4-mkmlizer completed after 228.1s with status: succeeded
Stopping job with name chaiml-2fe5-c13f-linear-w02-v4-mkmlizer
Pipeline stage MKMLizer completed in 228.63s
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-2fe5-c13f-linear-w02-v4
Waiting for inference service chaiml-2fe5-c13f-linear-w02-v4 to be ready
Inference service chaiml-2fe5-c13f-linear-w02-v4 ready after 60.45787000656128s
Pipeline stage MKMLDeployer completed in 60.94s
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 1.9174368381500244s
Received healthy response to inference request in 1.2445285320281982s
Received healthy response to inference request in 1.2524874210357666s
Received healthy response to inference request in 1.6255881786346436s
5 requests
1 failed requests
5th percentile: 1.246120309829712
10th percentile: 1.2477120876312255
20th percentile: 1.2508956432342528
30th percentile: 1.327107572555542
40th percentile: 1.4763478755950927
50th percentile: 1.6255881786346436
60th percentile: 1.7423276424407959
70th percentile: 1.8590671062469482
80th percentile: 5.559415245056155
90th percentile: 12.843372058868411
95th percentile: 16.485350465774534
99th percentile: 19.398933191299438
mean time: 5.2334739685058596
%s, retrying in %s seconds...
Received healthy response to inference request in 1.3519206047058105s
Received healthy response to inference request in 1.4277493953704834s
Received healthy response to inference request in 1.1876037120819092s
Received healthy response to inference request in 1.586984395980835s
Received healthy response to inference request in 1.0409796237945557s
5 requests
0 failed requests
5th percentile: 1.0703044414520264
10th percentile: 1.0996292591094972
20th percentile: 1.1582788944244384
30th percentile: 1.2204670906066895
40th percentile: 1.28619384765625
50th percentile: 1.3519206047058105
60th percentile: 1.3822521209716796
70th percentile: 1.4125836372375489
80th percentile: 1.4595963954925537
90th percentile: 1.5232903957366943
95th percentile: 1.5551373958587646
99th percentile: 1.5806149959564209
mean time: 1.3190475463867188
Pipeline stage StressChecker completed in 35.26s
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 0.69s
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 1.02s
Shutdown handler de-registered
chaiml-2fe5-c13f-linear-w02_v4 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-2fe5-c13f-linear-w02-v4-profiler
Waiting for inference service chaiml-2fe5-c13f-linear-w02-v4-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 2133.08s
Shutdown handler de-registered
chaiml-2fe5-c13f-linear-w02_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-2fe5-c13f-linear-w02_v4 status is now torndown due to DeploymentManager action