chaiml-4d70-c13f-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-c13f-linear-w01_v3
model_name: chaiml-4d70-c13f-linear-w01_v3
model_group: ChaiML/4d70-c13f-linear-
status: torndown
timestamp: 2025-10-08T15:08:16+00:00
num_battles: 5897
num_wins: 3512
celo_rating: 1307.45
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/4d70-c13f-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 74
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7309784162476715, 'latency_mean': 1.3679316437244415, 'latency_p50': 1.3617897033691406, 'latency_p90': 1.4983286380767822}, {'batch_size': 4, 'throughput': 1.6101119618114346, 'latency_mean': 2.474898558855057, 'latency_p50': 2.4772790670394897, 'latency_p90': 2.7462935209274293}, {'batch_size': 5, 'throughput': 1.727004541416869, 'latency_mean': 2.881228594779968, 'latency_p50': 2.8944003582000732, 'latency_p90': 3.2001025915145873}, {'batch_size': 8, 'throughput': 1.9837801685157759, 'latency_mean': 4.011334781646728, 'latency_p50': 4.014211654663086, 'latency_p90': 4.580376601219177}, {'batch_size': 10, 'throughput': 2.0569049622688036, 'latency_mean': 4.830714749097824, 'latency_p50': 4.840695023536682, 'latency_p90': 5.408668279647827}, {'batch_size': 12, 'throughput': 2.1149724512028296, 'latency_mean': 5.615845099687577, 'latency_p50': 5.636123895645142, 'latency_p90': 6.411572289466858}, {'batch_size': 15, 'throughput': 2.1547670945097708, 'latency_mean': 6.890357593297958, 'latency_p50': 6.886097192764282, 'latency_p90': 7.897418546676636}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-c13f-linear-w01_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-c13f-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 1.94
us_pacific_date: 2025-10-08
win_ratio: 0.5955570629133458
generation_params: {'temperature': 0.85, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.08, 'frequency_penalty': 0.08, 'stopping_words': ['<|im_start|>', '###', '\n', '</s>', '<|im_end|>'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 74}
formatter: {'memory_template': '', 'prompt_template': '', '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-4d70-c13f-linear-w01-v3-mkmlizer
Waiting for job on chaiml-4d70-c13f-linear-w01-v3-mkmlizer to finish
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║                                                                     ║
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chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: Downloaded to shared memory in 33.864s
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: Checking if ChaiML/4d70-c13f-linear-w01 already exists in ChaiML
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9wj1kkcl, device:0
chaiml-4d70-c13f-linear-w01-v3-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', '')
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-4d70-c13f-linear-w01-v3-mkmlizer: quantized model in 144.480s
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: Processed model ChaiML/4d70-c13f-linear-w01 in 178.344s
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v3/nvidia
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v3/nvidia/config.json
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v3/nvidia/special_tokens_map.json
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v3/nvidia/tokenizer_config.json
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v3/nvidia/tokenizer.json
chaiml-4d70-c13f-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-c13f-linear-w01-v3-mkmlizer completed after 248.78s with status: succeeded
Stopping job with name chaiml-4d70-c13f-linear-w01-v3-mkmlizer
Pipeline stage MKMLizer completed in 249.37s
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-4d70-c13f-linear-w01-v3
Waiting for inference service chaiml-4d70-c13f-linear-w01-v3 to be ready
Inference service chaiml-4d70-c13f-linear-w01-v3 ready after 60.37691354751587s
Pipeline stage MKMLDeployer completed in 61.01s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.962336540222168s
Received healthy response to inference request in 1.329977035522461s
Received healthy response to inference request in 1.2513985633850098s
Received healthy response to inference request in 1.684973955154419s
Received healthy response to inference request in 1.231205701828003s
5 requests
0 failed requests
5th percentile: 1.2352442741394043
10th percentile: 1.2392828464508057
20th percentile: 1.2473599910736084
30th percentile: 1.2671142578125
40th percentile: 1.2985456466674805
50th percentile: 1.329977035522461
60th percentile: 1.4719758033752441
70th percentile: 1.6139745712280273
80th percentile: 1.7404464721679689
90th percentile: 1.8513915061950683
95th percentile: 1.906864023208618
99th percentile: 1.951242036819458
mean time: 1.491978359222412
Pipeline stage StressChecker completed in 8.94s
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 0.68s
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 0.68s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w01_v3 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('(\'http://chaiml-4d70-c13f-linear-w01-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict\', \'\\n<html><head>\\n<meta http-equiv="content-type" content="text/html;charset=utf-8">\\n<title>502 Server Error</title>\\n</head>\\n<body text=#000000 bgcolor=#ffffff>\\n<h1>Error: Server Error</h1>\\n<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>\\n<h2></h2>\\n</body></html>\\n\')')
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
%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('(\'http://chaiml-4d70-c13f-linear-w01-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict\', \'\\n<html><head>\\n<meta http-equiv="content-type" content="text/html;charset=utf-8">\\n<title>502 Server Error</title>\\n</head>\\n<body text=#000000 bgcolor=#ffffff>\\n<h1>Error: Server Error</h1>\\n<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>\\n<h2></h2>\\n</body></html>\\n\')')
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3954.31s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w01_v3 status is now torndown due to DeploymentManager action