developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76437_v9
model_name: chaiml-mn24b-v2preferwi_76437_v9
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-27T22:36:56+00:00
num_battles: 5529
num_wins: 2736
celo_rating: 1283.93
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_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': 0.5464778516850558, 'latency_mean': 1.8297988021373748, 'latency_p50': 1.830181360244751, 'latency_p90': 2.034371280670166}, {'batch_size': 3, 'throughput': 1.1158559367217094, 'latency_mean': 2.6792479872703554, 'latency_p50': 2.672761559486389, 'latency_p90': 2.9752642631530763}, {'batch_size': 5, 'throughput': 1.4428642463033898, 'latency_mean': 3.449913969039917, 'latency_p50': 3.4636257886886597, 'latency_p90': 3.9460033178329468}, {'batch_size': 6, 'throughput': 1.559397125369786, 'latency_mean': 3.8137470436096192, 'latency_p50': 3.812967300415039, 'latency_p90': 4.270001912117004}, {'batch_size': 8, 'throughput': 1.7050993850476697, 'latency_mean': 4.648226928710938, 'latency_p50': 4.68533980846405, 'latency_p90': 5.268629646301269}, {'batch_size': 10, 'throughput': 1.8042057625218053, 'latency_mean': 5.493533713817596, 'latency_p50': 5.4830745458602905, 'latency_p90': 6.295562148094177}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_76437_v9
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-27
win_ratio: 0.4948453608247423
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-76437-v9-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76437-v9-mkmlizer to finish
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-76437-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: Downloaded to shared memory in 148.004s
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnhpu90j0, device:0
chaiml-mn24b-v2preferwi-76437-v9-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-76437-v9-mkmlizer: quantized model in 288.078s
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 in 436.083s
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v9/nvidia
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v9/nvidia/config.json
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v9/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v9/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v9/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v9/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76437-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v9/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76437-v9-mkmlizer completed after 540.46s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76437-v9-mkmlizer
Pipeline stage MKMLizer completed in 540.93s
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-76437-v9
Waiting for inference service chaiml-mn24b-v2preferwi-76437-v9 to be ready
Inference service chaiml-mn24b-v2preferwi-76437-v9 ready after 60.39776682853699s
Pipeline stage MKMLDeployer completed in 60.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.320641040802002s
Received healthy response to inference request in 2.193110227584839s
Received healthy response to inference request in 1.4675233364105225s
Received healthy response to inference request in 1.6426620483398438s
Received healthy response to inference request in 1.646174430847168s
5 requests
0 failed requests
5th percentile: 1.5025510787963867
10th percentile: 1.537578821182251
20th percentile: 1.6076343059539795
30th percentile: 1.6433645248413087
40th percentile: 1.6447694778442383
50th percentile: 1.646174430847168
60th percentile: 1.8649487495422363
70th percentile: 2.0837230682373047
80th percentile: 2.2186163902282714
90th percentile: 2.269628715515137
95th percentile: 2.2951348781585694
99th percentile: 2.3155398082733156
mean time: 1.854022216796875
Pipeline stage StressChecker completed in 10.71s
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 0.65s
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 0.88s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_v9 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-76437-v9-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-76437-v9-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 8837.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_v9 status is now torndown due to DeploymentManager action