developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67687_v4
model_name: chaiml-mn24b-v2preferwi_67687_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T20:16:33+00:00
num_battles: 5855
num_wins: 3153
celo_rating: 1280.5
family_friendly_score: 0.5488
family_friendly_standard_error: 0.007037308576437443
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_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': 0.5519861564693963, 'latency_mean': 1.8115437066555022, 'latency_p50': 1.8243951797485352, 'latency_p90': 2.0158867835998535}, {'batch_size': 3, 'throughput': 1.1188595604460254, 'latency_mean': 2.677313002347946, 'latency_p50': 2.6758283376693726, 'latency_p90': 2.9610429525375364}, {'batch_size': 5, 'throughput': 1.4449521835761854, 'latency_mean': 3.4418602526187896, 'latency_p50': 3.4143370389938354, 'latency_p90': 3.8278496742248533}, {'batch_size': 6, 'throughput': 1.551665610893448, 'latency_mean': 3.8469237411022186, 'latency_p50': 3.87844979763031, 'latency_p90': 4.354017162322998}, {'batch_size': 8, 'throughput': 1.7056922580380565, 'latency_mean': 4.6535771572589875, 'latency_p50': 4.631207227706909, 'latency_p90': 5.28658242225647}, {'batch_size': 10, 'throughput': 1.7893247399981553, 'latency_mean': 5.548557689189911, 'latency_p50': 5.5337536334991455, 'latency_p90': 6.373887753486633}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67687_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-21
win_ratio: 0.5385140905209223
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-67687-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67687-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: Downloaded to shared memory in 44.317s
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnivvqppj, device:0
chaiml-mn24b-v2preferwi-67687-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', '')
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-67687-v4-mkmlizer: quantized model in 284.769s
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5 in 329.086s
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v4/nvidia
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67687-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-67687-v4-mkmlizer completed after 419.77s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67687-v4-mkmlizer
Pipeline stage MKMLizer completed in 420.30s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-67687-v4
Waiting for inference service chaiml-mn24b-v2preferwi-67687-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-67687-v4 ready after 60.702192544937134s
Pipeline stage MKMLDeployer completed in 61.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.010221242904663s
Received healthy response to inference request in 1.592099666595459s
Received healthy response to inference request in 2.439906120300293s
Received healthy response to inference request in 1.6612708568572998s
Received healthy response to inference request in 1.808074951171875s
5 requests
0 failed requests
5th percentile: 1.6059339046478271
10th percentile: 1.6197681427001953
20th percentile: 1.6474366188049316
30th percentile: 1.6906316757202149
40th percentile: 1.7493533134460448
50th percentile: 1.808074951171875
60th percentile: 1.8889334678649903
70th percentile: 1.9697919845581053
80th percentile: 2.0961582183837892
90th percentile: 2.268032169342041
95th percentile: 2.353969144821167
99th percentile: 2.4227187252044677
mean time: 1.9023145675659179
Pipeline stage StressChecker completed in 11.47s
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 0.64s
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_67687_v4 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 2687.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67687_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67687_v4 status is now torndown due to DeploymentManager action