developer_uid: zonemercy
submission_id: chaiml-7b07-69d4-linear-w01_v17
model_name: chaiml-7b07-69d4-linear-w01_v17
model_group: ChaiML/7b07-69d4-linear-
status: torndown
timestamp: 2025-11-21T17:46:20+00:00
num_battles: 7516
num_wins: 3769
celo_rating: 1298.78
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: 8
max_input_tokens: 1440
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5094642663063369, 'latency_mean': 1.962745567560196, 'latency_p50': 1.966398000717163, 'latency_p90': 2.1792505025863647}, {'batch_size': 3, 'throughput': 0.9607461560343703, 'latency_mean': 3.118488858938217, 'latency_p50': 3.1217280626296997, 'latency_p90': 3.5574639797210694}, {'batch_size': 5, 'throughput': 1.1833620081031766, 'latency_mean': 4.209802446365356, 'latency_p50': 4.2288981676101685, 'latency_p90': 4.769714975357056}, {'batch_size': 6, 'throughput': 1.2480749173937469, 'latency_mean': 4.778377636671066, 'latency_p50': 4.7609628438949585, 'latency_p90': 5.4488215208053585}, {'batch_size': 8, 'throughput': 1.339848483990582, 'latency_mean': 5.930801378488541, 'latency_p50': 5.934287071228027, 'latency_p90': 6.688560891151428}, {'batch_size': 10, 'throughput': 1.3872319479156698, 'latency_mean': 7.151810685396194, 'latency_p50': 7.116967439651489, 'latency_p90': 8.145917630195617}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-7b07-69d4-linear-w01_v17
is_internal_developer: True
language_model: ChaiML/7b07-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.1
us_pacific_date: 2025-11-18
win_ratio: 0.5014635444385311
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', 'You:', '####\n', '####'], 'max_input_tokens': 1440, 'best_of': 8, 'max_output_tokens': 64}
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
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Running pipeline stage MKMLizer
Starting job with name chaiml-7b07-69d4-linear-w01-v17-mkmlizer
Waiting for job on chaiml-7b07-69d4-linear-w01-v17-mkmlizer to finish
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║                                                                     ║
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chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║  belonging to:                                                      ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: Downloaded to shared memory in 44.882s
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: Checking if ChaiML/7b07-69d4-linear-w01 already exists in ChaiML
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1b3d7k1f, device:0
chaiml-7b07-69d4-linear-w01-v17-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-v17-mkmlizer: quantized model in 281.664s
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: Processed model ChaiML/7b07-69d4-linear-w01 in 326.547s
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: creating bucket guanaco-mkml-models
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v17/nvidia
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v17/nvidia/config.json
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v17/nvidia/special_tokens_map.json
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v17/nvidia/tokenizer_config.json
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v17/nvidia/tokenizer.json
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v17/nvidia/flywheel_model.1.safetensors
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v17/nvidia/flywheel_model.0.safetensors
chaiml-7b07-69d4-linear-w01-v17-mkmlizer: 
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Job chaiml-7b07-69d4-linear-w01-v17-mkmlizer completed after 389.73s with status: succeeded
Stopping job with name chaiml-7b07-69d4-linear-w01-v17-mkmlizer
Pipeline stage MKMLizer completed in 390.46s
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-v17
Waiting for inference service chaiml-7b07-69d4-linear-w01-v17 to be ready
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
Inference service chaiml-7b07-69d4-linear-w01-v17 ready after 151.1139783859253s
Pipeline stage MKMLDeployer completed in 151.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.269057512283325s
Received healthy response to inference request in 1.7965006828308105s
Received healthy response to inference request in 2.092839241027832s
Received healthy response to inference request in 2.0208466053009033s
Received healthy response to inference request in 1.9294774532318115s
5 requests
0 failed requests
5th percentile: 1.8230960369110107
10th percentile: 1.849691390991211
20th percentile: 1.9028820991516113
30th percentile: 1.9477512836456299
40th percentile: 1.9842989444732666
50th percentile: 2.0208466053009033
60th percentile: 2.0496436595916747
70th percentile: 2.078440713882446
80th percentile: 2.1280828952789306
90th percentile: 2.198570203781128
95th percentile: 2.2338138580322267
99th percentile: 2.2620087814331056
mean time: 2.0217442989349363
Pipeline stage StressChecker completed in 11.69s
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 0.79s
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 0.70s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v17 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2905.82s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v17 status is now torndown due to DeploymentManager action