chaiml-mn24b-v2preferwi_59255

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59255_v1
model_name: chaiml-mn24b-v2preferwi_59255_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:44:14+00:00
num_battles: 5727
num_wins: 2944
celo_rating: 1273.54
family_friendly_score: 0.562
family_friendly_standard_error: 0.00701649485141976
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7
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': 0.5461985083992285, 'latency_mean': 1.8307393598556518, 'latency_p50': 1.8403340578079224, 'latency_p90': 2.0272953748703}, {'batch_size': 3, 'throughput': 1.101908916334722, 'latency_mean': 2.712405893802643, 'latency_p50': 2.7104837894439697, 'latency_p90': 2.985423135757446}, {'batch_size': 5, 'throughput': 1.4230103685237951, 'latency_mean': 3.4918085038661957, 'latency_p50': 3.5215234756469727, 'latency_p90': 3.9804247140884397}, {'batch_size': 6, 'throughput': 1.5257572740498702, 'latency_mean': 3.9078210973739624, 'latency_p50': 3.911795496940613, 'latency_p90': 4.407879757881164}, {'batch_size': 8, 'throughput': 1.6680826245878024, 'latency_mean': 4.757566524744034, 'latency_p50': 4.769974708557129, 'latency_p90': 5.444639730453491}, {'batch_size': 10, 'throughput': 1.7409385971588023, 'latency_mean': 5.70482163310051, 'latency_p50': 5.709978938102722, 'latency_p90': 6.502216958999633}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59255_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-23
win_ratio: 0.5140562248995983
generation_params: {'temperature': 0.6, '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-59255-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59255-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: Downloaded to shared memory in 51.679s
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_3krl2xd, device:0
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: quantized model in 285.300s
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7 in 336.980s
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v1/nvidia
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59255-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-59255-v1-mkmlizer completed after 460.07s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59255-v1-mkmlizer
Pipeline stage MKMLizer completed in 460.96s
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-59255-v1
Waiting for inference service chaiml-mn24b-v2preferwi-59255-v1 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-59255-v1 ready after 60.277597188949585s
Pipeline stage MKMLDeployer completed in 60.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2656941413879395s
Received healthy response to inference request in 2.036005735397339s
Received healthy response to inference request in 1.9163928031921387s
Received healthy response to inference request in 1.7150726318359375s
Received healthy response to inference request in 1.947831630706787s
5 requests
0 failed requests
5th percentile: 1.7553366661071776
10th percentile: 1.795600700378418
20th percentile: 1.8761287689208985
30th percentile: 1.9226805686950683
40th percentile: 1.9352560997009278
50th percentile: 1.947831630706787
60th percentile: 1.9831012725830077
70th percentile: 2.0183709144592283
80th percentile: 2.081943416595459
90th percentile: 2.1738187789916994
95th percentile: 2.2197564601898194
99th percentile: 2.2565066051483154
mean time: 1.9761993885040283
Pipeline stage StressChecker completed in 12.09s
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 0.71s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59255_v1 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-59255-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-59255-v1-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 2822.34s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59255_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59255_v1 status is now torndown due to DeploymentManager action