developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_34844_v2
model_name: chaiml-mn24b-v2preferwi_34844_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T17:15:45+00:00
num_battles: 5635
num_wins: 2977
celo_rating: 1280.88
family_friendly_score: 0.5702
family_friendly_standard_error: 0.007001027924526513
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3
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': 0.5443353433715088, 'latency_mean': 1.8369770383834838, 'latency_p50': 1.8358192443847656, 'latency_p90': 2.0346253395080565}, {'batch_size': 3, 'throughput': 1.1068868154234164, 'latency_mean': 2.696278443336487, 'latency_p50': 2.686144232749939, 'latency_p90': 3.02466938495636}, {'batch_size': 5, 'throughput': 1.4366237060369627, 'latency_mean': 3.4581954634189604, 'latency_p50': 3.4787487983703613, 'latency_p90': 3.7771649837493895}, {'batch_size': 6, 'throughput': 1.5335404039294334, 'latency_mean': 3.8812088310718535, 'latency_p50': 3.9024791717529297, 'latency_p90': 4.415019249916076}, {'batch_size': 8, 'throughput': 1.7021292103219852, 'latency_mean': 4.656570613384247, 'latency_p50': 4.640507817268372, 'latency_p90': 5.3043558359146115}, {'batch_size': 10, 'throughput': 1.801589299372993, 'latency_mean': 5.503485141992569, 'latency_p50': 5.550948619842529, 'latency_p90': 6.34923403263092}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_34844_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-21
win_ratio: 0.5283052351375332
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-34844-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-34844-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-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', '')
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: Downloaded to shared memory in 47.744s
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpthhsveby, device:0
chaiml-mn24b-v2preferwi-34844-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', '')
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: quantized model in 287.910s
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3 in 335.655s
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v2/nvidia
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-34844-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-34844-v2-mkmlizer completed after 460.44s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-34844-v2-mkmlizer
Pipeline stage MKMLizer completed in 460.94s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-34844-v2
Waiting for inference service chaiml-mn24b-v2preferwi-34844-v2 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', '')
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-34844-v2 ready after 70.35543084144592s
Pipeline stage MKMLDeployer completed in 70.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.323064088821411s
Received healthy response to inference request in 1.9887182712554932s
Received healthy response to inference request in 2.2383065223693848s
Received healthy response to inference request in 1.714996576309204s
Received healthy response to inference request in 1.6098518371582031s
5 requests
0 failed requests
5th percentile: 1.6308807849884033
10th percentile: 1.6519097328186034
20th percentile: 1.693967628479004
30th percentile: 1.769740915298462
40th percentile: 1.8792295932769776
50th percentile: 1.9887182712554932
60th percentile: 2.0885535717010497
70th percentile: 2.1883888721466063
80th percentile: 2.25525803565979
90th percentile: 2.2891610622406007
95th percentile: 2.3061125755310057
99th percentile: 2.31967378616333
mean time: 1.9749874591827392
Pipeline stage StressChecker completed in 11.21s
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 1.20s
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 1.05s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_34844_v2 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.07s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-34844-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-34844-v2-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 2973.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_34844_v2 status is now inactive due to auto deactivation removed underperforming models
Deleting key chaiml-mn24b-v2preferwi-96834-v2/nvidia/special_tokens_map.json from bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi_34844_v2 status is now torndown due to DeploymentManager action