developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_47015_v2
model_name: chaiml-mn24b-v2preferwi_47015_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T06:04:41+00:00
num_battles: 5784
num_wins: 2876
celo_rating: 1283.4
family_friendly_score: 0.5256000000000001
family_friendly_standard_error: 0.007061793539887725
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2
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': 0.5418695236250023, 'latency_mean': 1.8453579342365265, 'latency_p50': 1.8633015155792236, 'latency_p90': 2.022968864440918}, {'batch_size': 3, 'throughput': 1.0894795113810485, 'latency_mean': 2.7443397569656374, 'latency_p50': 2.747685670852661, 'latency_p90': 3.0528051137924193}, {'batch_size': 5, 'throughput': 1.3823800639937573, 'latency_mean': 3.5926154160499575, 'latency_p50': 3.5917091369628906, 'latency_p90': 4.1134394884109495}, {'batch_size': 6, 'throughput': 1.5003739699032845, 'latency_mean': 3.9781255197525023, 'latency_p50': 3.9604183435440063, 'latency_p90': 4.518465614318847}, {'batch_size': 8, 'throughput': 1.6294458228496107, 'latency_mean': 4.8572180724143985, 'latency_p50': 4.89217209815979, 'latency_p90': 5.535122036933899}, {'batch_size': 10, 'throughput': 1.712814549513266, 'latency_mean': 5.786060777902603, 'latency_p50': 5.766305208206177, 'latency_p90': 6.645011377334594}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_47015_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.43
us_pacific_date: 2025-09-24
win_ratio: 0.4972337482710927
generation_params: {'temperature': 0.65, '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-47015-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-47015-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: Downloaded to shared memory in 76.867s
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpc5kmy47x, device:0
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: quantized model in 288.427s
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2 in 365.294s
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v2/nvidia
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-47015-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-47015-v2-mkmlizer completed after 469.24s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-47015-v2-mkmlizer
Pipeline stage MKMLizer completed in 469.76s
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-mn24b-v2preferwi-47015-v2
Waiting for inference service chaiml-mn24b-v2preferwi-47015-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-47015-v2 ready after 40.469452142715454s
Pipeline stage MKMLDeployer completed in 41.25s
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 2.6154062747955322s
Received healthy response to inference request in 2.322375535964966s
Received healthy response to inference request in 1.5109493732452393s
Received healthy response to inference request in 1.7273876667022705s
5 requests
1 failed requests
5th percentile: 1.5542370319366454
10th percentile: 1.5975246906280518
20th percentile: 1.6841000080108643
30th percentile: 1.8463852405548096
40th percentile: 2.0843803882598877
50th percentile: 2.322375535964966
60th percentile: 2.4395878314971924
70th percentile: 2.556800127029419
80th percentile: 6.122028207778934
90th percentile: 13.135272073745728
95th percentile: 16.641894006729125
99th percentile: 19.447191553115843
mean time: 5.664926958084107
%s, retrying in %s seconds...
Received healthy response to inference request in 1.922729730606079s
Received healthy response to inference request in 1.6636974811553955s
Received healthy response to inference request in 1.202047348022461s
Received healthy response to inference request in 1.9819347858428955s
Received healthy response to inference request in 1.8094658851623535s
5 requests
0 failed requests
5th percentile: 1.294377374649048
10th percentile: 1.3867074012756349
20th percentile: 1.5713674545288085
30th percentile: 1.6928511619567872
40th percentile: 1.7511585235595704
50th percentile: 1.8094658851623535
60th percentile: 1.8547714233398438
70th percentile: 1.900076961517334
80th percentile: 1.9345707416534423
90th percentile: 1.958252763748169
95th percentile: 1.9700937747955323
99th percentile: 1.9795665836334229
mean time: 1.715975046157837
Pipeline stage StressChecker completed in 40.48s
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 0.67s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47015_v2 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-47015-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-47015-v2-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 2802.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47015_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_47015_v2 status is now torndown due to DeploymentManager action