developer_uid: zonemercy
submission_id: chaiml-lexens-v1-12b01e5r256_v1
model_name: tempv1-3
model_group: ChaiML/LexEns-v1-12b01e5
status: inactive
timestamp: 2024-12-10T16:24:19+00:00
num_battles: 11574
num_wins: 5889
celo_rating: 1270.69
family_friendly_score: 0.6022000000000001
family_friendly_standard_error: 0.006921779539973806
submission_type: basic
model_repo: ChaiML/LexEns-v1-12b01e5r256
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6397634565991691, 'latency_mean': 1.5629884684085846, 'latency_p50': 1.563615322113037, 'latency_p90': 1.7332827568054199}, {'batch_size': 4, 'throughput': 1.4843517095667336, 'latency_mean': 2.684245857000351, 'latency_p50': 2.6820194721221924, 'latency_p90': 2.9821555376052857}, {'batch_size': 5, 'throughput': 1.6032554169004714, 'latency_mean': 3.092721937894821, 'latency_p50': 3.085965156555176, 'latency_p90': 3.433724880218506}, {'batch_size': 8, 'throughput': 1.914084909269573, 'latency_mean': 4.151399084329605, 'latency_p50': 4.153970718383789, 'latency_p90': 4.694879531860352}, {'batch_size': 10, 'throughput': 1.9723435591135297, 'latency_mean': 5.014987679719925, 'latency_p50': 4.998717665672302, 'latency_p90': 5.668655967712402}, {'batch_size': 12, 'throughput': 2.0443732538971706, 'latency_mean': 5.820083967447281, 'latency_p50': 5.831406593322754, 'latency_p90': 6.734020018577575}, {'batch_size': 15, 'throughput': 2.1059980182810025, 'latency_mean': 7.051229833364487, 'latency_p50': 7.105888843536377, 'latency_p90': 8.101357793807983}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: tempv1-3
is_internal_developer: True
language_model: ChaiML/LexEns-v1-12b01e5r256
model_size: 13B
ranking_group: single
throughput_3p7s: 1.82
us_pacific_date: 2024-12-10
win_ratio: 0.508812856402281
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': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-lexens-v1-12b01e5r256-v1-mkmlizer
Waiting for job on chaiml-lexens-v1-12b01e5r256-v1-mkmlizer to finish
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: ║ _____ __ __ ║
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chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: ║ ║
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: ║ Version: 0.11.12 ║
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: ║ https://mk1.ai ║
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chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: ║ The license key for the current software has been verified as ║
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chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
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chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: Downloaded to shared memory in 53.418s
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpoc85joac, device:0
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
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chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: quantized model in 36.932s
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: Processed model ChaiML/LexEns-v1-12b01e5r256 in 90.350s
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v1
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v1/config.json
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v1/special_tokens_map.json
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v1/tokenizer_config.json
chaiml-lexens-v1-12b01e5r256-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v1/flywheel_model.0.safetensors
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Job chaiml-lexens-v1-12b01e5r256-v1-mkmlizer completed after 114.14s with status: succeeded
Stopping job with name chaiml-lexens-v1-12b01e5r256-v1-mkmlizer
Pipeline stage MKMLizer completed in 114.63s
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Creating inference service chaiml-lexens-v1-12b01e5r256-v1
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Inference service chaiml-lexens-v1-12b01e5r256-v1 ready after 170.57908582687378s
Pipeline stage MKMLDeployer completed in 171.10s
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Received healthy response to inference request in 1.4194331169128418s
Received healthy response to inference request in 1.4239275455474854s
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5th percentile: 1.4100783348083497
10th percentile: 1.4124170303344727
20th percentile: 1.4170944213867187
30th percentile: 1.4203320026397706
40th percentile: 1.4221297740936278
50th percentile: 1.4239275455474854
60th percentile: 1.4384950160980225
70th percentile: 1.4530624866485595
80th percentile: 1.5975478649139405
90th percentile: 1.871951150894165
95th percentile: 2.0091527938842773
99th percentile: 2.118914108276367
mean time: 1.5715601921081543
Pipeline stage StressChecker completed in 9.59s
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