developer_uid: zonemercy
submission_id: chaiml-7b07-69d4-linear-w01_v12
model_name: test
model_group: ChaiML/7b07-69d4-linear-
status: torndown
timestamp: 2025-11-13T17:21:31+00:00
num_battles: 5300
num_wins: 2944
celo_rating: 1333.73
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/7b07-69d4-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 6
max_input_tokens: 1440
max_output_tokens: 128
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.2865585353051351, 'latency_mean': 3.489569045305252, 'latency_p50': 3.510168671607971, 'latency_p90': 3.6735268115997313}, {'batch_size': 2, 'throughput': 0.48519607125236613, 'latency_mean': 4.110344091653824, 'latency_p50': 4.112455487251282, 'latency_p90': 4.33234167098999}, {'batch_size': 3, 'throughput': 0.6373878569407441, 'latency_mean': 4.678560544252395, 'latency_p50': 4.66897976398468, 'latency_p90': 4.927492761611939}, {'batch_size': 4, 'throughput': 0.7619845166285485, 'latency_mean': 5.224470677375794, 'latency_p50': 5.2413763999938965, 'latency_p90': 5.707140588760376}, {'batch_size': 5, 'throughput': 0.8676734805583692, 'latency_mean': 5.740745041370392, 'latency_p50': 5.708036184310913, 'latency_p90': 6.363479542732239}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/7b07-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.36
us_pacific_date: 2025-11-10
win_ratio: 0.5554716981132075
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['</s>', '####', '####\n', '\n', 'You:'], 'max_input_tokens': 1440, 'best_of': 6, 'max_output_tokens': 128}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {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-7b07-69d4-linear-w01-v12-mkmlizer
Waiting for job on chaiml-7b07-69d4-linear-w01-v12-mkmlizer to finish
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║                                                                     ║
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chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║  belonging to:                                                      ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: Downloaded to shared memory in 60.352s
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: Checking if ChaiML/7b07-69d4-linear-w01 already exists in ChaiML
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpl3isfcs2, device:0
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: quantized model in 282.342s
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: Processed model ChaiML/7b07-69d4-linear-w01 in 342.694s
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: creating bucket guanaco-mkml-models
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v12/nvidia
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v12/nvidia/config.json
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v12/nvidia/special_tokens_map.json
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v12/nvidia/tokenizer_config.json
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v12/nvidia/tokenizer.json
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v12/nvidia/flywheel_model.1.safetensors
chaiml-7b07-69d4-linear-w01-v12-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v12/nvidia/flywheel_model.0.safetensors
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Job chaiml-7b07-69d4-linear-w01-v12-mkmlizer completed after 393.35s with status: succeeded
Stopping job with name chaiml-7b07-69d4-linear-w01-v12-mkmlizer
Pipeline stage MKMLizer completed in 393.87s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-7b07-69d4-linear-w01-v12
Waiting for inference service chaiml-7b07-69d4-linear-w01-v12 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-7b07-69d4-linear-w01-v12 ready after 172.02419710159302s
Pipeline stage MKMLDeployer completed in 172.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.5424201488494873s
Received healthy response to inference request in 3.6498634815216064s
Received healthy response to inference request in 4.011664867401123s
Received healthy response to inference request in 3.18133544921875s
Received healthy response to inference request in 3.7761309146881104s
5 requests
0 failed requests
5th percentile: 3.2535523891448976
10th percentile: 3.325769329071045
20th percentile: 3.4702032089233397
30th percentile: 3.563908815383911
40th percentile: 3.606886148452759
50th percentile: 3.6498634815216064
60th percentile: 3.700370454788208
70th percentile: 3.7508774280548094
80th percentile: 3.8232377052307127
90th percentile: 3.917451286315918
95th percentile: 3.9645580768585207
99th percentile: 4.002243509292603
mean time: 3.6322829723358154
%s, retrying in %s seconds...
Received healthy response to inference request in 3.2257959842681885s
Received healthy response to inference request in 3.2610793113708496s
Received healthy response to inference request in 3.2305054664611816s
Received healthy response to inference request in 3.2708969116210938s
Received healthy response to inference request in 3.3361446857452393s
5 requests
0 failed requests
5th percentile: 3.226737880706787
10th percentile: 3.2276797771453856
20th percentile: 3.229563570022583
30th percentile: 3.236620235443115
40th percentile: 3.2488497734069823
50th percentile: 3.2610793113708496
60th percentile: 3.265006351470947
70th percentile: 3.268933391571045
80th percentile: 3.283946466445923
90th percentile: 3.310045576095581
95th percentile: 3.32309513092041
99th percentile: 3.3335347747802735
mean time: 3.2648844718933105
Pipeline stage StressChecker completed in 37.75s
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 1.02s
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-7b07-69d4-linear-w01_v12 status is now deployed due to DeploymentManager action
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
Pipeline stage OfflineFamilyFriendlyScorer completed in 6280.31s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v12 status is now torndown due to DeploymentManager action