developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_34844_v4
model_name: chaiml-mn24b-v2preferwi_34844_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T17:16:12+00:00
num_battles: 5782
num_wins: 3084
celo_rating: 1287.96
family_friendly_score: 0.5616
family_friendly_standard_error: 0.007017199441372605
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': 0.5493299091090048, 'latency_mean': 1.8202730512619019, 'latency_p50': 1.806130051612854, 'latency_p90': 2.0194269180297852}, {'batch_size': 3, 'throughput': 1.1243653261612139, 'latency_mean': 2.6592717003822326, 'latency_p50': 2.66606867313385, 'latency_p90': 2.9282421827316285}, {'batch_size': 5, 'throughput': 1.4434814303671442, 'latency_mean': 3.4387035369873047, 'latency_p50': 3.4541865587234497, 'latency_p90': 3.8545514822006224}, {'batch_size': 6, 'throughput': 1.5611509372292767, 'latency_mean': 3.8203436410427094, 'latency_p50': 3.849092125892639, 'latency_p90': 4.3101338863372805}, {'batch_size': 8, 'throughput': 1.711942543960194, 'latency_mean': 4.6258794462680815, 'latency_p50': 4.6206196546554565, 'latency_p90': 5.2867907047271725}, {'batch_size': 10, 'throughput': 1.8068827814248964, 'latency_mean': 5.493239419460297, 'latency_p50': 5.533115386962891, 'latency_p90': 6.2876842498779295}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_34844_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-21
win_ratio: 0.5333794534763058
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-34844-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-34844-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34844-v4-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-v4-mkmlizer: Downloaded to shared memory in 40.838s
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwq14xhvu, device:0
chaiml-mn24b-v2preferwi-34844-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', '')
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: quantized model in 282.964s
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune3 in 323.802s
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v4/nvidia
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v4/nvidia/tokenizer.json
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-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34844-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-34844-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-34844-v4-mkmlizer completed after 440.17s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-34844-v4-mkmlizer
Pipeline stage MKMLizer completed in 440.77s
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-v4
Waiting for inference service chaiml-mn24b-v2preferwi-34844-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-34844-v4 ready after 60.373382806777954s
Pipeline stage MKMLDeployer completed in 60.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9976933002471924s
Received healthy response to inference request in 1.7536022663116455s
Received healthy response to inference request in 1.7997796535491943s
Received healthy response to inference request in 2.28418231010437s
Received healthy response to inference request in 1.6424410343170166s
5 requests
0 failed requests
5th percentile: 1.6646732807159423
10th percentile: 1.686905527114868
20th percentile: 1.7313700199127198
30th percentile: 1.7628377437591554
40th percentile: 1.7813086986541748
50th percentile: 1.7997796535491943
60th percentile: 1.8789451122283936
70th percentile: 1.9581105709075928
80th percentile: 2.054991102218628
90th percentile: 2.169586706161499
95th percentile: 2.2268845081329345
99th percentile: 2.272722749710083
mean time: 1.8955397129058837
Pipeline stage StressChecker completed in 10.75s
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 1.08s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_34844_v4 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-34844-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-34844-v4-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 3027.59s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_34844_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_34844_v4 status is now torndown due to DeploymentManager action