developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_64687_v4
model_name: chaiml-mn24b-v2preferwi_64687_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T18:17:41+00:00
num_battles: 5667
num_wins: 2872
celo_rating: 1293.05
family_friendly_score: 0.5426
family_friendly_standard_error: 0.007045356484948083
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5
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': 0.5471977605145121, 'latency_mean': 1.8273882389068603, 'latency_p50': 1.8158782720565796, 'latency_p90': 2.0289467096328737}, {'batch_size': 3, 'throughput': 1.1158318913213603, 'latency_mean': 2.685369163751602, 'latency_p50': 2.6792856454849243, 'latency_p90': 2.9280818939208983}, {'batch_size': 5, 'throughput': 1.4309527043084291, 'latency_mean': 3.471441764831543, 'latency_p50': 3.4826403856277466, 'latency_p90': 3.888008975982666}, {'batch_size': 6, 'throughput': 1.5441731177410336, 'latency_mean': 3.8687200033664704, 'latency_p50': 3.8320924043655396, 'latency_p90': 4.4342440366744995}, {'batch_size': 8, 'throughput': 1.7171036082147022, 'latency_mean': 4.637957409620285, 'latency_p50': 4.668132662773132, 'latency_p90': 5.24719660282135}, {'batch_size': 10, 'throughput': 1.7836069535659977, 'latency_mean': 5.570030592679977, 'latency_p50': 5.596550822257996, 'latency_p90': 6.378524327278138}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_64687_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-25
win_ratio: 0.5067937180165872
generation_params: {'temperature': 0.75, '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': '\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-64687-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-64687-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: Downloaded to shared memory in 69.745s
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7o1qv027, device:0
chaiml-mn24b-v2preferwi-64687-v4-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-mn24b-v2preferwi-64687-v4-mkmlizer: quantized model in 282.562s
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5 in 352.308s
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v4/nvidia
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-64687-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-64687-v4-mkmlizer completed after 460.29s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-64687-v4-mkmlizer
Pipeline stage MKMLizer completed in 460.78s
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-mn24b-v2preferwi-64687-v4
Waiting for inference service chaiml-mn24b-v2preferwi-64687-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-64687-v4 ready after 60.284698247909546s
Pipeline stage MKMLDeployer completed in 60.75s
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 2.3395049571990967s
Received healthy response to inference request in 1.666466236114502s
Received healthy response to inference request in 1.6596105098724365s
Received healthy response to inference request in 2.2855947017669678s
5 requests
1 failed requests
5th percentile: 1.6609816551208496
10th percentile: 1.6623528003692627
20th percentile: 1.6650950908660889
30th percentile: 1.790291929244995
40th percentile: 2.0379433155059816
50th percentile: 2.2855947017669678
60th percentile: 2.3071588039398194
70th percentile: 2.328722906112671
80th percentile: 5.897416973114017
90th percentile: 13.01324100494385
95th percentile: 16.571153020858763
99th percentile: 19.417482633590698
mean time: 5.616048288345337
%s, retrying in %s seconds...
Received healthy response to inference request in 1.690720558166504s
Received healthy response to inference request in 2.3196136951446533s
Received healthy response to inference request in 1.7371492385864258s
Received healthy response to inference request in 2.0468571186065674s
Received healthy response to inference request in 1.984403133392334s
5 requests
0 failed requests
5th percentile: 1.7000062942504883
10th percentile: 1.7092920303344727
20th percentile: 1.7278635025024414
30th percentile: 1.7866000175476073
40th percentile: 1.8855015754699707
50th percentile: 1.984403133392334
60th percentile: 2.0093847274780274
70th percentile: 2.034366321563721
80th percentile: 2.1014084339141847
90th percentile: 2.210511064529419
95th percentile: 2.265062379837036
99th percentile: 2.3087034320831297
mean time: 1.9557487487792968
Pipeline stage StressChecker completed in 41.02s
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 1.45s
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 0.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_64687_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 0.13s
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-mn24b-v2preferwi-64687-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-64687-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 2820.59s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_64687_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_64687_v4 status is now torndown due to DeploymentManager action