chaiml-2fe5-c13f-linear-w01

developer_uid: zonemercy
submission_id: chaiml-2fe5-c13f-linear-w01_v7
model_name: chaiml-2fe5-c13f-linear-w01_v7
model_group: ChaiML/2fe5-c13f-linear-
status: torndown
timestamp: 2025-10-07T09:52:14+00:00
num_battles: 5996
num_wins: 3030
celo_rating: 1289.24
family_friendly_score: 0.5354
family_friendly_standard_error: 0.007053323188398501
submission_type: basic
model_repo: ChaiML/2fe5-c13f-linear-w01
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': 0.9255775007349908, 'latency_mean': 1.0803107595443726, 'latency_p50': 1.0766806602478027, 'latency_p90': 1.205543828010559}, {'batch_size': 5, 'throughput': 2.4676303631733862, 'latency_mean': 2.0093954610824585, 'latency_p50': 2.010223388671875, 'latency_p90': 2.254282593727112}, {'batch_size': 10, 'throughput': 3.0607552291573645, 'latency_mean': 3.2244107973575593, 'latency_p50': 3.2430330514907837, 'latency_p90': 3.6271786212921144}, {'batch_size': 15, 'throughput': 3.287384801199252, 'latency_mean': 4.505477085113525, 'latency_p50': 4.476658582687378, 'latency_p90': 5.24235770702362}, {'batch_size': 20, 'throughput': 3.345837247728376, 'latency_mean': 5.878014885187149, 'latency_p50': 5.905554294586182, 'latency_p90': 6.796376156806946}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2fe5-c13f-linear-w01_v7
is_internal_developer: True
language_model: ChaiML/2fe5-c13f-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 3.2
us_pacific_date: 2025-10-07
win_ratio: 0.5053368912608406
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': ['<|eot_id|>', '<|im_end|>', 'User:', '</s>', '####', '\n', 'Bot:', 'You:'], '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-w01-v7-mkmlizer
Waiting for job on chaiml-2fe5-c13f-linear-w01-v7-mkmlizer to finish
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║                                                                     ║
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chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: Downloaded to shared memory in 37.289s
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: Checking if ChaiML/2fe5-c13f-linear-w01 already exists in ChaiML
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcls5d86g, device:0
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: quantized model in 144.197s
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: Processed model ChaiML/2fe5-c13f-linear-w01 in 181.486s
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v7/nvidia
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v7/nvidia/config.json
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v7/nvidia/special_tokens_map.json
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v7/nvidia/tokenizer_config.json
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v7/nvidia/tokenizer.json
chaiml-2fe5-c13f-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-2fe5-c13f-linear-w01-v7-mkmlizer completed after 278.91s with status: succeeded
Stopping job with name chaiml-2fe5-c13f-linear-w01-v7-mkmlizer
Pipeline stage MKMLizer completed in 279.58s
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-2fe5-c13f-linear-w01-v7
Waiting for inference service chaiml-2fe5-c13f-linear-w01-v7 to be ready
Inference service chaiml-2fe5-c13f-linear-w01-v7 ready after 60.500746726989746s
Pipeline stage MKMLDeployer completed in 61.09s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5146019458770752s
Received healthy response to inference request in 1.6682138442993164s
Received healthy response to inference request in 1.1144154071807861s
Received healthy response to inference request in 1.2019917964935303s
Received healthy response to inference request in 1.1593987941741943s
5 requests
0 failed requests
5th percentile: 1.1234120845794677
10th percentile: 1.1324087619781493
20th percentile: 1.1504021167755127
30th percentile: 1.1679173946380614
40th percentile: 1.1849545955657959
50th percentile: 1.2019917964935303
60th percentile: 1.3270358562469482
70th percentile: 1.4520799160003661
80th percentile: 1.5453243255615234
90th percentile: 1.60676908493042
95th percentile: 1.6374914646148682
99th percentile: 1.6620693683624268
mean time: 1.3317243576049804
Pipeline stage StressChecker completed in 8.27s
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 0.73s
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 0.92s
Shutdown handler de-registered
chaiml-2fe5-c13f-linear-w01_v7 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 2094.16s
Shutdown handler de-registered
chaiml-2fe5-c13f-linear-w01_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-2fe5-c13f-linear-w01_v7 status is now torndown due to DeploymentManager action