developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_96834_v4
model_name: chaiml-mn24b-v2preferwi_96834_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T17:14:46+00:00
num_battles: 5730
num_wins: 2971
celo_rating: 1274.66
family_friendly_score: 0.579
family_friendly_standard_error: 0.006982248921371967
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_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': 0.5449333588569899, 'latency_mean': 1.8349676215648651, 'latency_p50': 1.8434057235717773, 'latency_p90': 2.0311233758926392}, {'batch_size': 3, 'throughput': 1.0929256054603849, 'latency_mean': 2.734998273849487, 'latency_p50': 2.7531219720840454, 'latency_p90': 3.050600266456604}, {'batch_size': 5, 'throughput': 1.4168026106611071, 'latency_mean': 3.5129530167579652, 'latency_p50': 3.5201109647750854, 'latency_p90': 3.9877814769744875}, {'batch_size': 6, 'throughput': 1.5327230980754107, 'latency_mean': 3.89487911939621, 'latency_p50': 3.9238359928131104, 'latency_p90': 4.3967772960662845}, {'batch_size': 8, 'throughput': 1.6779127075457387, 'latency_mean': 4.73738242149353, 'latency_p50': 4.715404152870178, 'latency_p90': 5.380805253982544}, {'batch_size': 10, 'throughput': 1.7437437924424446, 'latency_mean': 5.678194257020951, 'latency_p50': 5.656593322753906, 'latency_p90': 6.472591257095337}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_96834_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-21
win_ratio: 0.518499127399651
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-96834-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-96834-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-96834-v4-mkmlizer: Downloaded to shared memory in 42.695s
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4pub24s6, device:0
chaiml-mn24b-v2preferwi-96834-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', '')
Retrying (%r) after connection broken by '%r': %s
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: quantized model in 285.051s
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2 in 327.746s
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v4/nvidia
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-96834-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-96834-v4-mkmlizer completed after 458.91s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-96834-v4-mkmlizer
Pipeline stage MKMLizer completed in 459.39s
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-96834-v4
Waiting for inference service chaiml-mn24b-v2preferwi-96834-v4 to be ready
HTTP Request: %s %s "%s %d %s"
Inference service chaiml-mn24b-v2preferwi-96834-v4 ready after 70.32568693161011s
Pipeline stage MKMLDeployer completed in 70.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4032065868377686s
Received healthy response to inference request in 1.7061972618103027s
Received healthy response to inference request in 1.853342056274414s
Received healthy response to inference request in 1.929572343826294s
Received healthy response to inference request in 2.0342447757720947s
5 requests
0 failed requests
5th percentile: 1.735626220703125
10th percentile: 1.7650551795959473
20th percentile: 1.8239130973815918
30th percentile: 1.86858811378479
40th percentile: 1.899080228805542
50th percentile: 1.929572343826294
60th percentile: 1.9714413166046143
70th percentile: 2.0133102893829347
80th percentile: 2.1080371379852294
90th percentile: 2.255621862411499
95th percentile: 2.329414224624634
99th percentile: 2.3884481143951417
mean time: 1.9853126049041747
Pipeline stage StressChecker completed in 11.71s
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 0.62s
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_96834_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 0.12s
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-96834-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-96834-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 2588.42s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_96834_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_96834_v4 status is now torndown due to DeploymentManager action