chaiml-4d70-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w01_v6
model_name: chaiml-4d70-fd43-linear-w01_v6
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-11-20T16:16:42+00:00
num_battles: 4059
num_wins: 2201
celo_rating: 1310.74
family_friendly_score: 0.43700000000000006
family_friendly_standard_error: 0.007014713108887633
submission_type: basic
model_repo: ChaiML/4d70-fd43-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': 0.7255771398811429, 'latency_mean': 1.3780885922908783, 'latency_p50': 1.3717103004455566, 'latency_p90': 1.5044302940368652}, {'batch_size': 4, 'throughput': 1.6122179613206014, 'latency_mean': 2.4780998432636263, 'latency_p50': 2.4940316677093506, 'latency_p90': 2.70631320476532}, {'batch_size': 5, 'throughput': 1.7374559686356668, 'latency_mean': 2.8649018955230714, 'latency_p50': 2.8816583156585693, 'latency_p90': 3.1913517475128175}, {'batch_size': 8, 'throughput': 1.9950054088600893, 'latency_mean': 3.973470401763916, 'latency_p50': 3.959044933319092, 'latency_p90': 4.4558401823043825}, {'batch_size': 10, 'throughput': 2.080597450704309, 'latency_mean': 4.764124977588653, 'latency_p50': 4.746049404144287, 'latency_p90': 5.413285231590271}, {'batch_size': 12, 'throughput': 2.1389573655813727, 'latency_mean': 5.545326795578003, 'latency_p50': 5.522797346115112, 'latency_p90': 6.256273627281189}, {'batch_size': 15, 'throughput': 2.169471820417415, 'latency_mean': 6.834117114543915, 'latency_p50': 6.831717371940613, 'latency_p90': 7.941005444526672}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-fd43-linear-w01_v6
ineligible_reason: model is not deployable
is_internal_developer: True
language_model: ChaiML/4d70-fd43-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 1.96
us_pacific_date: 2025-10-17
win_ratio: 0.5422517861542252
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|>', '<|im_end|>', '\n', '</s>', '###'], '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}[NSFW]:', '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-fd43-linear-w01-v6-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v6-mkmlizer to finish
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: Downloaded to shared memory in 26.968s
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmsjffboi, device:0
chaiml-4d70-fd43-linear-w01-v6-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-4d70-fd43-linear-w01-v6-mkmlizer: quantized model in 145.116s
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 172.084s
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v6/nvidia
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v6/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v6/nvidia/config.json
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v6/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v6/nvidia/flywheel_model.0.safetensors
chaiml-4d70-fd43-linear-w01-v6-mkmlizer: 
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Job chaiml-4d70-fd43-linear-w01-v6-mkmlizer completed after 227.39s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v6-mkmlizer
Pipeline stage MKMLizer completed in 227.91s
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-4d70-fd43-linear-w01-v6
Waiting for inference service chaiml-4d70-fd43-linear-w01-v6 to be ready
Inference service chaiml-4d70-fd43-linear-w01-v6 ready after 70.36253881454468s
Pipeline stage MKMLDeployer completed in 71.02s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.484278678894043s
Received healthy response to inference request in 2.089602470397949s
Received healthy response to inference request in 1.784684181213379s
Received healthy response to inference request in 1.3040263652801514s
Received healthy response to inference request in 1.4591445922851562s
5 requests
0 failed requests
5th percentile: 1.3350500106811523
10th percentile: 1.3660736560821534
20th percentile: 1.4281209468841554
30th percentile: 1.5242525100708009
40th percentile: 1.6544683456420899
50th percentile: 1.784684181213379
60th percentile: 1.906651496887207
70th percentile: 2.028618812561035
80th percentile: 2.168537712097168
90th percentile: 2.3264081954956053
95th percentile: 2.405343437194824
99th percentile: 2.4684916305541993
mean time: 1.8243472576141357
Pipeline stage StressChecker completed in 10.36s
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 0.63s
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 0.71s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v6 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-4d70-fd43-linear-w01-v6-profiler
Waiting for inference service chaiml-4d70-fd43-linear-w01-v6-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 2449.18s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v6 status is now protected due to ABTestQueueItem
chaiml-4d70-fd43-linear-w01_v6 status is now torndown due to DeploymentManager action