developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_39229_v2
model_name: chaiml-mn24b-v2preferwi_39229_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T06:41:09+00:00
num_battles: 5693
num_wins: 2629
celo_rating: 1235.56
family_friendly_score: 0.5556
family_friendly_standard_error: 0.007027213387965389
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3
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': 0.5439246045975643, 'latency_mean': 1.8383618640899657, 'latency_p50': 1.8439379930496216, 'latency_p90': 2.029921126365662}, {'batch_size': 3, 'throughput': 1.096000184158585, 'latency_mean': 2.7294020545482636, 'latency_p50': 2.7138748168945312, 'latency_p90': 3.005455422401428}, {'batch_size': 5, 'throughput': 1.4106240733108666, 'latency_mean': 3.5179336512088777, 'latency_p50': 3.5456780195236206, 'latency_p90': 3.9974888086318967}, {'batch_size': 6, 'throughput': 1.5087257686536437, 'latency_mean': 3.9538267076015474, 'latency_p50': 3.9649068117141724, 'latency_p90': 4.439061689376831}, {'batch_size': 8, 'throughput': 1.6545682665959285, 'latency_mean': 4.800778620243072, 'latency_p50': 4.779068112373352, 'latency_p90': 5.417812180519104}, {'batch_size': 10, 'throughput': 1.7220684584849282, 'latency_mean': 5.768274707794189, 'latency_p50': 5.807956576347351, 'latency_p90': 6.573309898376465}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_39229_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-29
win_ratio: 0.46179518707184264
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-39229-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-39229-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-39229-v2-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', '')
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: Downloaded to shared memory in 48.684s
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3 already exists in ChaiML
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1pn33yeq, device:0
chaiml-mn24b-v2preferwi-39229-v2-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', '')
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', '')
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: quantized model in 285.334s
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft3 in 334.019s
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v2/nvidia
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-39229-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-39229-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-39229-v2-mkmlizer completed after 498.11s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-39229-v2-mkmlizer
Pipeline stage MKMLizer completed in 498.58s
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-39229-v2
Waiting for inference service chaiml-mn24b-v2preferwi-39229-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-39229-v2 ready after 60.24798369407654s
Pipeline stage MKMLDeployer completed in 60.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5384159088134766s
Received healthy response to inference request in 1.7603294849395752s
Received healthy response to inference request in 1.6671051979064941s
Received healthy response to inference request in 1.9281258583068848s
Received healthy response to inference request in 1.6929144859313965s
5 requests
0 failed requests
5th percentile: 1.6722670555114747
10th percentile: 1.677428913116455
20th percentile: 1.687752628326416
30th percentile: 1.7063974857330322
40th percentile: 1.7333634853363038
50th percentile: 1.7603294849395752
60th percentile: 1.827448034286499
70th percentile: 1.894566583633423
80th percentile: 2.050183868408203
90th percentile: 2.2942998886108397
95th percentile: 2.416357898712158
99th percentile: 2.514004306793213
mean time: 1.9173781871795654
Pipeline stage StressChecker completed in 10.98s
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 0.65s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_39229_v2 status is now deployed due to DeploymentManager action
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 4729.99s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_39229_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_39229_v2 status is now torndown due to DeploymentManager action