chaiml-mn24b-v2preferwi_71839

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_71839_v4
model_name: chaiml-mn24b-v2preferwi_71839_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T15:09:49+00:00
num_battles: 6126
num_wins: 3342
celo_rating: 1289.22
family_friendly_score: 0.4998
family_friendly_standard_error: 0.007071067246180028
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune8
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': 0.27940129707613515, 'latency_mean': 3.5789786863327024, 'latency_p50': 3.266852378845215, 'latency_p90': 5.663111305236816}, {'batch_size': 3, 'throughput': 1.1069797536623356, 'latency_mean': 2.701381757259369, 'latency_p50': 2.6991782188415527, 'latency_p90': 2.9409833192825316}, {'batch_size': 5, 'throughput': 1.414498885733722, 'latency_mean': 3.5101367199420928, 'latency_p50': 3.5280983448028564, 'latency_p90': 3.9248006343841553}, {'batch_size': 6, 'throughput': 1.5324278129336102, 'latency_mean': 3.8961228930950167, 'latency_p50': 3.8981873989105225, 'latency_p90': 4.388227319717407}, {'batch_size': 8, 'throughput': 1.6821349299446795, 'latency_mean': 4.732456570863723, 'latency_p50': 4.746487379074097, 'latency_p90': 5.399423027038575}, {'batch_size': 10, 'throughput': 1.7677456003120178, 'latency_mean': 5.61812180519104, 'latency_p50': 5.5654765367507935, 'latency_p90': 6.406211805343627}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_71839_v4
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-18
win_ratio: 0.545543584720862
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-71839-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-71839-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: Downloaded to shared memory in 48.900s
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6su19kol, device:0
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: quantized model in 288.353s
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune8 in 337.254s
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v4/nvidia
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-71839-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-71839-v4-mkmlizer completed after 470.88s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-71839-v4-mkmlizer
Pipeline stage MKMLizer completed in 471.43s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-71839-v4
Waiting for inference service chaiml-mn24b-v2preferwi-71839-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-71839-v4 ready after 60.56490921974182s
Pipeline stage MKMLDeployer completed in 61.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.30177903175354s
Received healthy response to inference request in 1.6000678539276123s
Received healthy response to inference request in 1.6338133811950684s
Received healthy response to inference request in 2.1636345386505127s
{"detail":"HTTPConnectionPool(host='chaiml-mn24b-v2preferwi-71839-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x71f03c194c90>, 'Connection to chaiml-mn24b-v2preferwi-71839-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com timed out. (connect timeout=12.0)'))"}
Received unhealthy response to inference request!
5 requests
1 failed requests
5th percentile: 1.6068169593811035
10th percentile: 1.6135660648345946
20th percentile: 1.6270642757415772
30th percentile: 1.7397776126861573
40th percentile: 1.951706075668335
50th percentile: 2.1636345386505127
60th percentile: 2.2188923358917236
70th percentile: 2.2741501331329346
80th percentile: 4.285228013992311
90th percentile: 8.252125978469849
95th percentile: 10.235574960708616
99th percentile: 11.822334146499633
mean time: 3.9836637496948244
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6136741638183594s
Received healthy response to inference request in 1.9066505432128906s
Received healthy response to inference request in 1.632986068725586s
Received healthy response to inference request in 1.7639150619506836s
Received healthy response to inference request in 2.22037410736084s
5 requests
0 failed requests
5th percentile: 1.6175365447998047
10th percentile: 1.62139892578125
20th percentile: 1.6291236877441406
30th percentile: 1.6591718673706055
40th percentile: 1.7115434646606444
50th percentile: 1.7639150619506836
60th percentile: 1.8210092544555665
70th percentile: 1.8781034469604492
80th percentile: 1.9693952560424806
90th percentile: 2.09488468170166
95th percentile: 2.15762939453125
99th percentile: 2.207825164794922
mean time: 1.827519989013672
Pipeline stage StressChecker completed in 31.85s
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 0.66s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_71839_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 0.11s
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-71839-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-71839-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 2630.46s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_71839_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_71839_v4 status is now torndown due to DeploymentManager action