chaiml-405b-mini1-12b0-s_7586

developer_uid: zonemercy

submission_id: chaiml-405b-mini1-12b0-s_7586_v1

model_name: tempv1-2

model_group: ChaiML/405b-mini1-12b0-s

status: torndown

timestamp: 2025-01-03T23:29:18+00:00

num_battles: 14230

num_wins: 7187

celo_rating: 1258.21

family_friendly_score: 0.6036

family_friendly_standard_error: 0.006917615774238983

submission_type: basic

model_repo: ChaiML/405b-mini1-12b0-sftl1e5r7

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6531496477019149, 'latency_mean': 1.5309809708595277, 'latency_p50': 1.5311447381973267, 'latency_p90': 1.6893661260604858}, {'batch_size': 3, 'throughput': 1.2413376233405322, 'latency_mean': 2.4099945604801176, 'latency_p50': 2.411918520927429, 'latency_p90': 2.6479427099227903}, {'batch_size': 5, 'throughput': 1.5629489362100213, 'latency_mean': 3.1771916055679323, 'latency_p50': 3.202130079269409, 'latency_p90': 3.6059359073638917}, {'batch_size': 6, 'throughput': 1.6545954484751084, 'latency_mean': 3.6008147239685058, 'latency_p50': 3.607530117034912, 'latency_p90': 4.098263454437256}, {'batch_size': 8, 'throughput': 1.733176201760972, 'latency_mean': 4.586587369441986, 'latency_p50': 4.59389865398407, 'latency_p90': 5.137818932533264}, {'batch_size': 10, 'throughput': 1.7814683108772855, 'latency_mean': 5.578905491828919, 'latency_p50': 5.639461159706116, 'latency_p90': 6.249260950088501}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: tempv1-2

is_internal_developer: True

language_model: ChaiML/405b-mini1-12b0-sftl1e5r7

model_size: 13B

ranking_group: single

throughput_3p7s: 1.68

us_pacific_date: 2025-01-03

win_ratio: 0.5050597329585383

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<|im_end|>', '####', '</s>', 'User:', 'Bot:', '<|eot_id|>', '\n', 'You:'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '####\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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer
Waiting for job on chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer to finish
Failed to get response for submission function_lijit_2024-11-26: ('http://chaiml-llama-8b-multihea-7878-v5-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:50382->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║       /___/                                                         ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║                                                                     ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║                                                                     ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║                                                                     ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ║                                                                     ║
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: Downloaded to shared memory in 50.365s
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp0uad82r6, device:0
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: quantized model in 37.250s
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: Processed model ChaiML/405b-mini1-12b0-sftl1e5r7 in 87.616s
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-405b-mini1-12b0-s-7586-v1
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-405b-mini1-12b0-s-7586-v1/config.json
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-405b-mini1-12b0-s-7586-v1/special_tokens_map.json
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-405b-mini1-12b0-s-7586-v1/tokenizer_config.json
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-405b-mini1-12b0-s-7586-v1/tokenizer.json
chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-405b-mini1-12b0-s-7586-v1/flywheel_model.0.safetensors
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Job chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer completed after 115.05s with status: succeeded
Stopping job with name chaiml-405b-mini1-12b0-s-7586-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.56s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-405b-mini1-12b0-s-7586-v1
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Inference service chaiml-405b-mini1-12b0-s-7586-v1 ready after 331.13123869895935s
Pipeline stage MKMLDeployer completed in 331.69s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0665411949157715s
Received healthy response to inference request in 1.5492887496948242s
Received healthy response to inference request in 1.5079960823059082s
Received healthy response to inference request in 1.4007289409637451s
Received healthy response to inference request in 6.70767068862915s
5 requests
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5th percentile: 1.4221823692321778
10th percentile: 1.4436357975006104
20th percentile: 1.4865426540374755
30th percentile: 1.5162546157836914
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70th percentile: 1.9630907058715819
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mean time: 2.64644513130188
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chaiml-405b-mini1-12b0-s_7586_v1 status is now torndown due to DeploymentManager action