chaiml-7b07-69d4-linear-w01

developer_uid: zonemercy
submission_id: chaiml-7b07-69d4-linear-w01_v8
model_name: test
model_group: ChaiML/7b07-69d4-linear-
status: torndown
timestamp: 2025-11-08T22:21:31+00:00
num_battles: 6255
num_wins: 3157
celo_rating: 1304.03
family_friendly_score: 0.5116
family_friendly_standard_error: 0.007069164589963937
submission_type: basic
model_repo: ChaiML/7b07-69d4-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.46329356057878296, 'latency_mean': 2.15835822224617, 'latency_p50': 2.1529515981674194, 'latency_p90': 2.366276407241821}, {'batch_size': 2, 'throughput': 0.6722259328065713, 'latency_mean': 2.965599167346954, 'latency_p50': 2.958016276359558, 'latency_p90': 3.2138998985290526}, {'batch_size': 3, 'throughput': 0.8206254849690127, 'latency_mean': 3.647127890586853, 'latency_p50': 3.629796862602234, 'latency_p90': 4.079470109939575}, {'batch_size': 4, 'throughput': 0.9123641266968181, 'latency_mean': 4.366997301578522, 'latency_p50': 4.375456809997559, 'latency_p90': 4.8998270511627195}, {'batch_size': 5, 'throughput': 0.9669813386427966, 'latency_mean': 5.159940140247345, 'latency_p50': 5.165814995765686, 'latency_p90': 5.884021878242493}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/7b07-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-05
win_ratio: 0.5047162270183853
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', '</s>', '####', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-v8-mkmlizer
Waiting for job on chaiml-7b07-69d4-linear-w01-v8-mkmlizer to finish
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║                                                                     ║
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chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: Downloaded to shared memory in 43.298s
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: Checking if ChaiML/7b07-69d4-linear-w01 already exists in ChaiML
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpd772j69y, device:0
chaiml-7b07-69d4-linear-w01-v8-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-7b07-69d4-linear-w01-v8-mkmlizer: quantized model in 284.361s
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: Processed model ChaiML/7b07-69d4-linear-w01 in 327.660s
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v8/nvidia
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v8/nvidia/config.json
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v8/nvidia/special_tokens_map.json
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v8/nvidia/tokenizer_config.json
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v8/nvidia/tokenizer.json
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v8/nvidia/flywheel_model.1.safetensors
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v8/nvidia/flywheel_model.0.safetensors
chaiml-7b07-69d4-linear-w01-v8-mkmlizer: 
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Job chaiml-7b07-69d4-linear-w01-v8-mkmlizer completed after 380.45s with status: succeeded
Stopping job with name chaiml-7b07-69d4-linear-w01-v8-mkmlizer
Pipeline stage MKMLizer completed in 381.20s
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-7b07-69d4-linear-w01-v8
Waiting for inference service chaiml-7b07-69d4-linear-w01-v8 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', '')
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-v8 ready after 151.05753874778748s
Pipeline stage MKMLDeployer completed in 151.85s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.131420373916626s
Received healthy response to inference request in 2.028069257736206s
Received healthy response to inference request in 1.8249750137329102s
Received healthy response to inference request in 2.950483560562134s
Received healthy response to inference request in 2.1745212078094482s
5 requests
0 failed requests
5th percentile: 1.8655938625335693
10th percentile: 1.9062127113342284
20th percentile: 1.987450408935547
30th percentile: 2.04873948097229
40th percentile: 2.090079927444458
50th percentile: 2.131420373916626
60th percentile: 2.1486607074737547
70th percentile: 2.165901041030884
80th percentile: 2.3297136783599854
90th percentile: 2.6400986194610594
95th percentile: 2.7952910900115966
99th percentile: 2.919445066452026
mean time: 2.221893882751465
Pipeline stage StressChecker completed in 13.11s
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 1.49s
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 0.84s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v8 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-7b07-69d4-linear-w01-v8-profiler
Waiting for inference service chaiml-7b07-69d4-linear-w01-v8-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 2727.55s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-7b07-69d4-linear-w01_v8 status is now torndown due to DeploymentManager action