chaiml-mn24b-v2preferwi_98641

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_98641_v2
model_name: chaiml-mn24b-v2preferwi_98641_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T01:36:42+00:00
num_battles: 5421
num_wins: 2836
celo_rating: 1272.07
family_friendly_score: 0.5696
family_friendly_standard_error: 0.007002225931801972
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_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': 0.5453286976446733, 'latency_mean': 1.8336596739292146, 'latency_p50': 1.8353346586227417, 'latency_p90': 2.0436886072158815}, {'batch_size': 3, 'throughput': 1.1089973266825675, 'latency_mean': 2.697293019294739, 'latency_p50': 2.7087405920028687, 'latency_p90': 2.962078857421875}, {'batch_size': 5, 'throughput': 1.416475236292585, 'latency_mean': 3.5066546630859374, 'latency_p50': 3.5170741081237793, 'latency_p90': 3.9212015867233276}, {'batch_size': 6, 'throughput': 1.5362896052183412, 'latency_mean': 3.885946401357651, 'latency_p50': 3.8937578201293945, 'latency_p90': 4.413303279876709}, {'batch_size': 8, 'throughput': 1.6877430672829683, 'latency_mean': 4.694456140995026, 'latency_p50': 4.646658778190613, 'latency_p90': 5.415708136558533}, {'batch_size': 10, 'throughput': 1.753797303829091, 'latency_mean': 5.652421696186066, 'latency_p50': 5.624152302742004, 'latency_p90': 6.604855704307556}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_98641_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-20
win_ratio: 0.52315071020107
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-98641-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-98641-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: Downloaded to shared memory in 47.221s
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpad9pwccy, device:0
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: quantized model in 289.011s
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune5 in 336.232s
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v2/nvidia
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-98641-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-98641-v2/nvidia/flywheel_model.0.safetensors
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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', '')
Job chaiml-mn24b-v2preferwi-98641-v2-mkmlizer completed after 469.28s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-98641-v2-mkmlizer
Pipeline stage MKMLizer completed in 470.11s
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-98641-v2
Waiting for inference service chaiml-mn24b-v2preferwi-98641-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-98641-v2 ready after 70.90009617805481s
Pipeline stage MKMLDeployer completed in 71.70s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4544215202331543s
Received healthy response to inference request in 2.1023404598236084s
Received healthy response to inference request in 2.1051828861236572s
Received healthy response to inference request in 1.7326664924621582s
Received healthy response to inference request in 1.9407265186309814s
5 requests
0 failed requests
5th percentile: 1.774278497695923
10th percentile: 1.8158905029296875
20th percentile: 1.8991145133972167
30th percentile: 1.9730493068695067
40th percentile: 2.037694883346558
50th percentile: 2.1023404598236084
60th percentile: 2.103477430343628
70th percentile: 2.1046144008636474
80th percentile: 2.1750306129455566
90th percentile: 2.3147260665893556
95th percentile: 2.384573793411255
99th percentile: 2.4404519748687745
mean time: 2.067067575454712
Pipeline stage StressChecker completed in 11.95s
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 1.04s
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 0.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_98641_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-98641-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-98641-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 2889.92s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_98641_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_98641_v2 status is now torndown due to DeploymentManager action