chaiml-4d70-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w01_v5
model_name: chaiml-4d70-fd43-linear-w01_v5
model_group: ChaiML/4d70-fd43-linear-
status: protected
timestamp: 2025-11-25T00:25:00+00:00
num_battles: 5321
num_wins: 2922
celo_rating: 1309.55
family_friendly_score: 0.515
family_friendly_standard_error: 0.007067885115082163
submission_type: basic
model_repo: ChaiML/4d70-fd43-linear-w01
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': 0.7366339188917583, 'latency_mean': 1.3574317133426665, 'latency_p50': 1.3555179834365845, 'latency_p90': 1.4890143156051636}, {'batch_size': 4, 'throughput': 1.6313074638571308, 'latency_mean': 2.4460015404224396, 'latency_p50': 2.441905379295349, 'latency_p90': 2.730938696861267}, {'batch_size': 5, 'throughput': 1.7514740567490417, 'latency_mean': 2.837137622833252, 'latency_p50': 2.8423779010772705, 'latency_p90': 3.188568091392517}, {'batch_size': 8, 'throughput': 2.0237713364356424, 'latency_mean': 3.923797219991684, 'latency_p50': 3.897459626197815, 'latency_p90': 4.502918910980225}, {'batch_size': 10, 'throughput': 2.092806935169271, 'latency_mean': 4.740511908531189, 'latency_p50': 4.707056760787964, 'latency_p90': 5.484988689422607}, {'batch_size': 12, 'throughput': 2.1544559887857035, 'latency_mean': 5.516552196741104, 'latency_p50': 5.531047582626343, 'latency_p90': 6.307124280929566}, {'batch_size': 15, 'throughput': 2.200884044790212, 'latency_mean': 6.749128586053848, 'latency_p50': 6.774001359939575, 'latency_p90': 7.659619235992431}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-fd43-linear-w01_v5
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-fd43-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 2.0
us_pacific_date: 2025-10-17
win_ratio: 0.5491448975756437
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-w01-v5-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v5-mkmlizer to finish
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: Downloaded to shared memory in 27.703s
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwk49zhnz, device:0
chaiml-4d70-fd43-linear-w01-v5-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-4d70-fd43-linear-w01-v5-mkmlizer: quantized model in 143.914s
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 171.618s
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v5/nvidia
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v5/nvidia/config.json
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v5/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v5/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v5/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v5/nvidia/flywheel_model.0.safetensors
chaiml-4d70-fd43-linear-w01-v5-mkmlizer: 
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Job chaiml-4d70-fd43-linear-w01-v5-mkmlizer completed after 226.42s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v5-mkmlizer
Pipeline stage MKMLizer completed in 226.95s
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-4d70-fd43-linear-w01-v5
Waiting for inference service chaiml-4d70-fd43-linear-w01-v5 to be ready
Inference service chaiml-4d70-fd43-linear-w01-v5 ready after 70.54686141014099s
Pipeline stage MKMLDeployer completed in 71.18s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8914597034454346s
Received healthy response to inference request in 1.374969244003296s
Received healthy response to inference request in 1.3720297813415527s
Received healthy response to inference request in 1.8289425373077393s
Received healthy response to inference request in 1.7724158763885498s
5 requests
0 failed requests
5th percentile: 1.3726176738739013
10th percentile: 1.37320556640625
20th percentile: 1.3743813514709473
30th percentile: 1.4544585704803468
40th percentile: 1.6134372234344483
50th percentile: 1.7724158763885498
60th percentile: 1.7950265407562256
70th percentile: 1.8176372051239014
80th percentile: 1.8414459705352784
90th percentile: 1.8664528369903564
95th percentile: 1.8789562702178955
99th percentile: 1.8889590167999268
mean time: 1.6479634284973144
Pipeline stage StressChecker completed in 9.75s
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 0.71s
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-4d70-fd43-linear-w01_v5 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-w01-v5-profiler
Waiting for inference service chaiml-4d70-fd43-linear-w01-v5-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 2507.86s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v5 status is now protected due to ABTestQueueItem