chaiml-7b07-69d4-linear-w01

developer_uid: zonemercy
submission_id: chaiml-7b07-69d4-linear-w01_v11
model_name: test
model_group: ChaiML/7b07-69d4-linear-
status: torndown
timestamp: 2025-11-09T22:21:24+00:00
num_battles: 5325
num_wins: 3026
celo_rating: 1353.24
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: 128
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.2851743695517105, 'latency_mean': 3.5065012633800507, 'latency_p50': 3.5037096738815308, 'latency_p90': 3.7193806648254393}, {'batch_size': 2, 'throughput': 0.47693921117343047, 'latency_mean': 4.193036340475082, 'latency_p50': 4.189604997634888, 'latency_p90': 4.452889037132263}, {'batch_size': 3, 'throughput': 0.619193050045537, 'latency_mean': 4.819080066680908, 'latency_p50': 4.834480881690979, 'latency_p90': 5.067936539649963}, {'batch_size': 4, 'throughput': 0.735553262927814, 'latency_mean': 5.405270051956177, 'latency_p50': 5.4032816886901855, 'latency_p90': 5.69588086605072}, {'batch_size': 5, 'throughput': 0.8148356883303343, 'latency_mean': 6.116487195491791, 'latency_p50': 6.125999927520752, 'latency_p90': 6.645742154121399}]
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: 0.35
us_pacific_date: 2025-11-06
win_ratio: 0.5682629107981221
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': ['You:', '</s>', '####\n', '####', '\n'], 'max_input_tokens': 1440, 'best_of': 8, '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-v11-mkmlizer
Waiting for job on chaiml-7b07-69d4-linear-w01-v11-mkmlizer to finish
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║                                                                     ║
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chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║  belonging to:                                                      ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: Downloaded to shared memory in 48.327s
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: Checking if ChaiML/7b07-69d4-linear-w01 already exists in ChaiML
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpm9sqkjra, device:0
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: quantized model in 282.528s
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: Processed model ChaiML/7b07-69d4-linear-w01 in 330.856s
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: creating bucket guanaco-mkml-models
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v11/nvidia
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v11/nvidia/config.json
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v11/nvidia/special_tokens_map.json
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v11/nvidia/tokenizer_config.json
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v11/nvidia/tokenizer.json
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v11/nvidia/flywheel_model.1.safetensors
chaiml-7b07-69d4-linear-w01-v11-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v11/nvidia/flywheel_model.0.safetensors
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Job chaiml-7b07-69d4-linear-w01-v11-mkmlizer completed after 368.12s with status: succeeded
Stopping job with name chaiml-7b07-69d4-linear-w01-v11-mkmlizer
Pipeline stage MKMLizer completed in 368.58s
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-v11
Waiting for inference service chaiml-7b07-69d4-linear-w01-v11 to be ready
Inference service chaiml-7b07-69d4-linear-w01-v11 ready after 171.06862258911133s
Pipeline stage MKMLDeployer completed in 171.59s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.7523159980773926s
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', '')
Received healthy response to inference request in 3.2733266353607178s
Received healthy response to inference request in 3.595080614089966s
Received healthy response to inference request in 3.22562313079834s
Received healthy response to inference request in 3.3539562225341797s
5 requests
0 failed requests
5th percentile: 3.2351638317108153
10th percentile: 3.244704532623291
20th percentile: 3.2637859344482423
30th percentile: 3.28945255279541
40th percentile: 3.321704387664795
50th percentile: 3.3539562225341797
60th percentile: 3.450405979156494
70th percentile: 3.5468557357788084
80th percentile: 3.626527690887451
90th percentile: 3.689421844482422
95th percentile: 3.7208689212799073
99th percentile: 3.7460265827178953
mean time: 3.440060520172119
Pipeline stage StressChecker completed in 18.44s
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 0.64s
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 0.83s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v11 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 0.09s
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-v11-profiler
Waiting for inference service chaiml-7b07-69d4-linear-w01-v11-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 6310.44s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v11 status is now torndown due to DeploymentManager action