developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_13902_v4
model_name: chaiml-mn24b-v2preferwi_13902_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T12:35:45+00:00
num_battles: 5353
num_wins: 2500
celo_rating: 1252.05
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft6
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': 0.5506030619572472, 'latency_mean': 1.8160915064811707, 'latency_p50': 1.8049277067184448, 'latency_p90': 2.0234047889709474}, {'batch_size': 3, 'throughput': 1.1155302363380324, 'latency_mean': 2.6781613433361056, 'latency_p50': 2.679640293121338, 'latency_p90': 2.9971561431884766}, {'batch_size': 5, 'throughput': 1.4306302578236088, 'latency_mean': 3.471726207733154, 'latency_p50': 3.4705822467803955, 'latency_p90': 3.914677309989929}, {'batch_size': 6, 'throughput': 1.5495964156405686, 'latency_mean': 3.8534699642658232, 'latency_p50': 3.850592255592346, 'latency_p90': 4.342389369010926}, {'batch_size': 8, 'throughput': 1.704876019622034, 'latency_mean': 4.658199324607849, 'latency_p50': 4.63492226600647, 'latency_p90': 5.415184903144836}, {'batch_size': 10, 'throughput': 1.798436186983356, 'latency_mean': 5.52452461361885, 'latency_p50': 5.575575947761536, 'latency_p90': 6.2208527565002445}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_13902_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-30
win_ratio: 0.4670278348589576
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-13902-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-13902-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: Downloaded to shared memory in 47.918s
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft6 already exists in ChaiML
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1q28cgdw, device:0
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: quantized model in 285.125s
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft6 in 333.043s
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v4/nvidia
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v4/nvidia/tokenizer.json
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13902-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-13902-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-13902-v4-mkmlizer completed after 532.25s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-13902-v4-mkmlizer
Pipeline stage MKMLizer completed in 532.76s
run pipeline stage %s
Running pipeline stage MKMLTemplater
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', '')
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-13902-v4
Waiting for inference service chaiml-mn24b-v2preferwi-13902-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-13902-v4 ready after 40.19349122047424s
Pipeline stage MKMLDeployer completed in 40.68s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 3.1219778060913086s
Received healthy response to inference request in 1.7683641910552979s
Received healthy response to inference request in 1.858816146850586s
Received healthy response to inference request in 1.651167392730713s
5 requests
1 failed requests
5th percentile: 1.6746067523956298
10th percentile: 1.6980461120605468
20th percentile: 1.744924831390381
30th percentile: 1.7864545822143554
40th percentile: 1.8226353645324707
50th percentile: 1.858816146850586
60th percentile: 2.364080810546875
70th percentile: 2.869345474243164
80th percentile: 6.530294656753544
90th percentile: 13.346928358078005
95th percentile: 16.75524520874023
99th percentile: 19.481898689270018
mean time: 5.712777519226075
%s, retrying in %s seconds...
Received healthy response to inference request in 2.1201794147491455s
Received healthy response to inference request in 2.291825532913208s
Received healthy response to inference request in 1.7782902717590332s
Received healthy response to inference request in 1.7512431144714355s
Received healthy response to inference request in 1.7009711265563965s
5 requests
0 failed requests
5th percentile: 1.7110255241394043
10th percentile: 1.7210799217224122
20th percentile: 1.7411887168884277
30th percentile: 1.756652545928955
40th percentile: 1.7674714088439942
50th percentile: 1.7782902717590332
60th percentile: 1.915045928955078
70th percentile: 2.051801586151123
80th percentile: 2.154508638381958
90th percentile: 2.223167085647583
95th percentile: 2.2574963092803957
99th percentile: 2.2849596881866456
mean time: 1.9285018920898438
Pipeline stage StressChecker completed in 41.13s
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 0.91s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13902_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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-13902-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-13902-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
%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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3055.83s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13902_v4 status is now torndown due to DeploymentManager action