developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_38570_v1
model_name: chaiml-mn24b-v2preferwi_38570_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T11:03:44+00:00
num_battles: 6527
num_wins: 3429
celo_rating: 1276.87
family_friendly_score: 0.5706
family_friendly_standard_error: 0.007000223425005805
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune10
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': 0.35092269258097636, 'latency_mean': 2.849533578157425, 'latency_p50': 2.01322865486145, 'latency_p90': 4.916761827468872}, {'batch_size': 3, 'throughput': 1.0864062926453255, 'latency_mean': 2.7518874120712282, 'latency_p50': 2.788682460784912, 'latency_p90': 3.040205335617065}, {'batch_size': 5, 'throughput': 1.4197218995490595, 'latency_mean': 3.4968465149402617, 'latency_p50': 3.488609552383423, 'latency_p90': 4.00356502532959}, {'batch_size': 6, 'throughput': 1.5129904606516784, 'latency_mean': 3.940249342918396, 'latency_p50': 3.944308876991272, 'latency_p90': 4.556354880332947}, {'batch_size': 8, 'throughput': 1.6673222510181287, 'latency_mean': 4.762974197864533, 'latency_p50': 4.798368692398071, 'latency_p90': 5.400661468505859}, {'batch_size': 10, 'throughput': 1.7389912996038472, 'latency_mean': 5.710576151609421, 'latency_p50': 5.704164028167725, 'latency_p90': 6.476766896247864}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_38570_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune10
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-12
win_ratio: 0.5253562126551249
generation_params: {'temperature': 0.5, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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-mn24b-v2preferwi-38570-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-38570-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: Downloaded to shared memory in 72.910s
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune10 already exists in ChaiML
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5q6tnhm9, device:0
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: quantized model in 290.043s
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune10 in 362.954s
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v1/nvidia
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-38570-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-38570-v1-mkmlizer completed after 438.19s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-38570-v1-mkmlizer
Pipeline stage MKMLizer completed in 438.74s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-38570-v1
Waiting for inference service chaiml-mn24b-v2preferwi-38570-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-38570-v1 ready after 30.158771276474s
Pipeline stage MKMLDeployer completed in 30.90s
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 2.112370252609253s
Received healthy response to inference request in 1.661073923110962s
Received healthy response to inference request in 1.6788878440856934s
Received healthy response to inference request in 1.6937227249145508s
5 requests
1 failed requests
5th percentile: 1.6646367073059083
10th percentile: 1.6681994915008544
20th percentile: 1.675325059890747
30th percentile: 1.681854820251465
40th percentile: 1.6877887725830079
50th percentile: 1.6937227249145508
60th percentile: 1.8611817359924316
70th percentile: 2.0286407470703125
80th percentile: 5.724690246582035
90th percentile: 12.94933023452759
95th percentile: 16.561650228500362
99th percentile: 19.45150622367859
mean time: 5.464004993438721
%s, retrying in %s seconds...
Received healthy response to inference request in 2.030715227127075s
Received healthy response to inference request in 1.6553606986999512s
Received healthy response to inference request in 1.6528234481811523s
Received healthy response to inference request in 1.7100334167480469s
Received healthy response to inference request in 1.970897912979126s
5 requests
0 failed requests
5th percentile: 1.6533308982849122
10th percentile: 1.6538383483886718
20th percentile: 1.6548532485961913
30th percentile: 1.6662952423095703
40th percentile: 1.6881643295288087
50th percentile: 1.7100334167480469
60th percentile: 1.8143792152404785
70th percentile: 1.9187250137329102
80th percentile: 1.982861375808716
90th percentile: 2.0067883014678953
95th percentile: 2.0187517642974853
99th percentile: 2.0283225345611573
mean time: 1.8039661407470704
Pipeline stage StressChecker completed in 39.14s
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 0.96s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_38570_v1 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-38570-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-38570-v1-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 2808.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_38570_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_38570_v1 status is now torndown due to DeploymentManager action