chaiml-nis-proj1-exp1-s_88373

developer_uid: NischayDnk

submission_id: chaiml-nis-proj1-exp1-s_88373_v1

model_name: chaiml-nis-proj1-exp1-s_88373_v1

model_group: ChaiML/nis-proj1-exp1-sf

status: torndown

timestamp: 2025-03-26T21:22:29+00:00

num_battles: 7555

num_wins: 3851

celo_rating: 1289.95

family_friendly_score: 0.5640000000000001

family_friendly_standard_error: 0.007012902394871898

submission_type: basic

model_repo: ChaiML/nis-proj1-exp1-sft-prev1-type1-random-5k-try1

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3726426929407788, 'latency_mean': 2.6834456622600555, 'latency_p50': 2.692531704902649, 'latency_p90': 2.974341893196106}, {'batch_size': 2, 'throughput': 0.5846493121474214, 'latency_mean': 3.4076105988025667, 'latency_p50': 3.4378602504730225, 'latency_p90': 3.762348103523254}, {'batch_size': 3, 'throughput': 0.7431261327921069, 'latency_mean': 4.024947440624237, 'latency_p50': 4.002145409584045, 'latency_p90': 4.4860717296600345}, {'batch_size': 4, 'throughput': 0.8590735278217511, 'latency_mean': 4.626796773672104, 'latency_p50': 4.629825115203857, 'latency_p90': 5.193426513671875}, {'batch_size': 5, 'throughput': 0.9540179568740168, 'latency_mean': 5.214763125181198, 'latency_p50': 5.23294198513031, 'latency_p90': 5.86695442199707}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-proj1-exp1-s_88373_v1

is_internal_developer: False

language_model: ChaiML/nis-proj1-exp1-sft-prev1-type1-random-5k-try1

model_size: 24B

ranking_group: single

throughput_3p7s: 0.67

us_pacific_date: 2025-03-26

win_ratio: 0.5097286565188617

generation_params: {'temperature': 0.45, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer
Waiting for job on chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer to finish
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ║                                                                     ║
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-nis-proj1-exp1-s_15898_v1: HTTPConnectionPool(host='chaiml-nis-proj1-exp1-s-15898-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-nis-proj1-exp1-s_15898_v1: HTTPConnectionPool(host='chaiml-nis-proj1-exp1-s-15898-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: Downloaded to shared memory in 82.535s
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp3ipctqa3, device:0
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-nis-proj1-exp1-s_15898_v1: HTTPConnectionPool(host='chaiml-nis-proj1-exp1-s-15898-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: quantized model in 53.923s
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: Processed model ChaiML/nis-proj1-exp1-sft-prev1-type1-random-5k-try1 in 136.459s
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-88373-v1
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-88373-v1/config.json
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-88373-v1/special_tokens_map.json
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-88373-v1/tokenizer_config.json
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-88373-v1/tokenizer.json
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-88373-v1/flywheel_model.1.safetensors
chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-proj1-exp1-s-88373-v1/flywheel_model.0.safetensors
Job chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer completed after 166.39s with status: succeeded
Stopping job with name chaiml-nis-proj1-exp1-s-88373-v1-mkmlizer
Pipeline stage MKMLizer completed in 166.86s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-proj1-exp1-s-88373-v1
Waiting for inference service chaiml-nis-proj1-exp1-s-88373-v1 to be ready
Failed to get response for submission chaiml-nis-proj1-exp1-s_15898_v1: HTTPConnectionPool(host='chaiml-nis-proj1-exp1-s-15898-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-nis-proj1-exp1-s-88373-v1 ready after 110.4188666343689s
Pipeline stage MKMLDeployer completed in 110.97s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.525895595550537s
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 43 (char 42)
Received healthy response to inference request in 2.902745008468628s
Received healthy response to inference request in 2.734853744506836s
Received healthy response to inference request in 2.4706506729125977s
Received healthy response to inference request in 2.6675832271575928s
5 requests
0 failed requests
5th percentile: 2.5100371837615967
10th percentile: 2.5494236946105957
20th percentile: 2.6281967163085938
30th percentile: 2.6810373306274413
40th percentile: 2.707945537567139
50th percentile: 2.734853744506836
60th percentile: 2.802010250091553
70th percentile: 2.8691667556762694
80th percentile: 3.0273751258850097
90th percentile: 3.2766353607177736
95th percentile: 3.4012654781341554
99th percentile: 3.5009695720672607
mean time: 2.860345649719238
Pipeline stage StressChecker completed in 15.81s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.64s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.66s
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chaiml-nis-proj1-exp1-s_88373_v1 status is now deployed due to DeploymentManager action
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Pipeline stage MKMLProfilerTemplater completed in 0.08s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nis-proj1-exp1-s-88373-v1-profiler
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Running pipeline stage OfflineFamilyFriendlyScorer
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5020.33s
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chaiml-nis-proj1-exp1-s_88373_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-proj1-exp1-s_88373_v1 status is now torndown due to DeploymentManager action