chaiml-mn24b-v2preferwi_74284

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_74284_v1
model_name: chaiml-mn24b-v2preferwi_74284_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:24:02+00:00
num_battles: 5355
num_wins: 2740
celo_rating: 1268.28
family_friendly_score: 0.5716
family_friendly_standard_error: 0.006998191766449387
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8
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': 0.5441423744836325, 'latency_mean': 1.8376407420635223, 'latency_p50': 1.8548686504364014, 'latency_p90': 2.041199207305908}, {'batch_size': 3, 'throughput': 1.0823172846413867, 'latency_mean': 2.763347132205963, 'latency_p50': 2.7721906900405884, 'latency_p90': 3.0075817108154297}, {'batch_size': 5, 'throughput': 1.389011291558514, 'latency_mean': 3.583003785610199, 'latency_p50': 3.5986618995666504, 'latency_p90': 4.068601989746094}, {'batch_size': 6, 'throughput': 1.5091258101412772, 'latency_mean': 3.9598025739192964, 'latency_p50': 3.9618180990219116, 'latency_p90': 4.412687182426453}, {'batch_size': 8, 'throughput': 1.6291222537668182, 'latency_mean': 4.8747528970241545, 'latency_p50': 4.86323869228363, 'latency_p90': 5.529122614860535}, {'batch_size': 10, 'throughput': 1.69832190160545, 'latency_mean': 5.844467284679413, 'latency_p50': 5.844009518623352, 'latency_p90': 6.642476892471313}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_74284_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-09-20
win_ratio: 0.5116713352007469
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-74284-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-74284-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: Downloaded to shared memory in 74.494s
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmzn35tzb, device:0
chaiml-mn24b-v2preferwi-74284-v1-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-74284-v1-mkmlizer: quantized model in 283.886s
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8 in 358.381s
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v1/nvidia
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v1/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-74284-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-74284-v1-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-74284-v1-mkmlizer completed after 529.64s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-74284-v1-mkmlizer
Pipeline stage MKMLizer completed in 530.14s
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-74284-v1
Waiting for inference service chaiml-mn24b-v2preferwi-74284-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-74284-v1 ready after 60.53459858894348s
Pipeline stage MKMLDeployer completed in 61.02s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0343422889709473s
Received healthy response to inference request in 1.8333556652069092s
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', '')
Received healthy response to inference request in 1.9508707523345947s
Received healthy response to inference request in 2.804725408554077s
Received healthy response to inference request in 1.870162010192871s
5 requests
0 failed requests
5th percentile: 1.8407169342041017
10th percentile: 1.848078203201294
20th percentile: 1.8628007411956786
30th percentile: 1.886303758621216
40th percentile: 1.9185872554779053
50th percentile: 1.9508707523345947
60th percentile: 1.9842593669891357
70th percentile: 2.0176479816436768
80th percentile: 2.1884189128875735
90th percentile: 2.496572160720825
95th percentile: 2.650648784637451
99th percentile: 2.773910083770752
mean time: 2.09869122505188
Pipeline stage StressChecker completed in 12.36s
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 0.72s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74284_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 0.10s
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-74284-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-74284-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 3053.87s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74284_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_74284_v1 status is now torndown due to DeploymentManager action