bbchicago-brt-8b-l3-v1-3_6714

submission_id: bbchicago-brt-8b-l3-v1-3_6714_v2

developer_uid: Bbbrun0

status: inactive

model_repo: BBChicago/Brt-8B-L3_v1.3-DPO_v4.0

reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2

generation_params: {'temperature': 0.85, 'top_p': 0.5, 'min_p': 0.08, 'top_k': 50, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

reward_formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

timestamp: 2024-07-02T06:21:00+00:00

model_name: bbchicago-brt-8b-l3-v1-3_dpo_v4

model_group: BBChicago/Brt-8B-L3_v1.3

num_battles: 13902

num_wins: 7567

celo_rating: 1204.65

propriety_score: 0.7145916182318752

propriety_total_count: 6538.0

submission_type: basic

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

display_name: bbchicago-brt-8b-l3-v1-3_dpo_v4

ineligible_reason: None

language_model: BBChicago/Brt-8B-L3_v1.3-DPO_v4.0

model_size: 8B

reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2

us_pacific_date: 2024-07-01

win_ratio: 0.5443101711983888

Resubmit model

Reference Models

Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer to finish
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  Version: 0.8.14                                                    ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s
Connection pool is full, discarding connection: %s
Connection pool is full, discarding connection: %s
Failed to get response for submission neversleep-noromaid-v0-_8068_v106: no entry with id "neversleep-noromaid-v0-_8068_v106" found on database!
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Downloaded to shared memory in 26.197s
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: quantizing model to /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission neversleep-noromaid-v0-_8068_v106: no entry with id "neversleep-noromaid-v0-_8068_v106" found on database!
Failed to get response for submission neversleep-noromaid-v0-_8068_v106: no entry with id "neversleep-noromaid-v0-_8068_v106" found on database!
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: 
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Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: quantized model in 24.257s
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.3-DPO_v4.0 in 50.454s
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2/tokenizer_config.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2/special_tokens_map.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2/config.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2/tokenizer.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:919: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:769: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly.  To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer:   return self.fget.__get__(instance, owner)()
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Saving duration: 0.382s
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 4.901s
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/config.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/vocab.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/merges.txt
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer completed after 73.32s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer
Pipeline stage MKMLizer completed in 74.65s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-3-6714-v2
Waiting for inference service bbchicago-brt-8b-l3-v1-3-6714-v2 to be ready
Failed to get response for submission neversleep-noromaid-v0-_8068_v108: no entry with id "neversleep-noromaid-v0-_8068_v108" found on database!
Failed to get response for submission neversleep-noromaid-v0-_8068_v105: no entry with id "neversleep-noromaid-v0-_8068_v105" found on database!
Inference service bbchicago-brt-8b-l3-v1-3-6714-v2 ready after 40.29870009422302s
Pipeline stage ISVCDeployer completed in 47.15s
Running pipeline stage StressChecker
Failed to get response for submission neversleep-noromaid-v0-_8068_v106: no entry with id "neversleep-noromaid-v0-_8068_v106" found on database!
Received healthy response to inference request in 2.2431089878082275s
Received healthy response to inference request in 1.2880914211273193s
Received healthy response to inference request in 1.2834982872009277s
Received healthy response to inference request in 1.2884182929992676s
Received healthy response to inference request in 1.2792110443115234s
5 requests
0 failed requests
5th percentile: 1.2800684928894044
10th percentile: 1.2809259414672851
20th percentile: 1.2826408386230468
30th percentile: 1.284416913986206
40th percentile: 1.2862541675567627
50th percentile: 1.2880914211273193
60th percentile: 1.2882221698760987
70th percentile: 1.2883529186248779
80th percentile: 1.4793564319610597
90th percentile: 1.8612327098846437
95th percentile: 2.052170848846435
99th percentile: 2.2049213600158692
mean time: 1.476465606689453
Pipeline stage StressChecker completed in 8.04s
bbchicago-brt-8b-l3-v1-3_6714_v2 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-3_6714_v2 status is now inactive due to auto deactivation removed underperforming models

Start Time:

End Time:

Step (in hours or minutes, e.g. 1h, 10m):

Usage Metrics

Latency Metrics

Model Developer	Ranking	Ranking By Group	Elo Rating	Elo Rating By Group	Alignment Score	Alignment Question Responses	Submission ID	Parameters	Huggingface Repository	Variant	Number of Battles	Number of Battles By Group	Win Ratio	Win Ratio By Group	Type	Reward Repo	Best of	Max Input Tokens	Max Output Tokens	Model Architecture	Model Group	Date	Elo Norm	Alignment Norm	Alt Ranking	Alt Ranking By Group	Elo Rank	Alignment Rank
Jellywibble	1	1	1264.70	1266.41	0.71	5803.0	jellywibble-lora-120k-pr_2827_v2	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	30751	285696	0.60	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.81	0.30	17	17	3	295
kay5555	2	1	1266.41	1266.41	0.70	6896.0	jellywibble-lora-120k-pr_2827_v5	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	40418	285696	0.59	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.85	-0.26	109	17	1	500
robert_irvine	3	3	1236.99	1238.68	0.73	5655.0	nitral-ai-hathor-l3-8b-v-01_v12	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v12	32705	1081979	0.56	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.18	0.91	1	1	10	126
robert_irvine	4	3	1237.72	1238.68	0.72	11740.0	nitral-ai-hathor-l3-8b-v-01_v42	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v42	69119	1081979	0.52	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-06	1.19	0.87	2	1	8	133
robert_irvine	5	3	1238.53	1238.68	0.72	11197.0	nitral-ai-hathor-l3-8b-v-01_v43	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v43	65010	1081979	0.51	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-06	1.21	0.83	3	1	7	146
Jellywibble	6	6	1266.07	1266.07	0.70	6126.0	jellywibble-quantumenigm_5980_v2	8B	Jellywibble/QuantumEnigma-cp1500	quantum-enigma-cp1500	35718	35718	0.61	0.61	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/QuantumEnigm	2024-07-06	1.84	-0.42	152	152	2	554
kay5555	7	1	1261.11	1266.41	0.70	7034.0	jellywibble-lora-120k-pr_2827_v3	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	40661	285696	0.58	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.73	-0.32	124	17	4	521
robert_irvine	8	3	1237.38	1238.68	0.72	5471.0	nitral-ai-hathor-l3-8b-v-01_v11	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v11	32108	1081979	0.57	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.19	0.58	9	1	9	210
dzhao1	9	9	1234.33	1234.33	0.72	7455.0	chaiml-sao10k-l3-rp-v3-3_v2	8B	ChaiML/sao10k-l3-rp-v3-3	chaiml-sao10k-l3-rp-v3-3_v2	15854	409500	0.58	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	8.0	1024.0	64.0	LlamaForCausalLM	ChaiML/sao10k-l3-rp-v3-3	2024-07-02	1.12	0.57	10	4	12	215
robert_irvine	10	3	1236.01	1238.68	0.72	5365.0	nitral-ai-hathor-l3-8b-v-01_v38	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v38	31159	1081979	0.58	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.16	0.47	11	1	11	240
robert_irvine	11	3	1238.68	1238.68	0.71	5261.0	nitral-ai-hathor-l3-8b-v-01_v41	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v41	30522	1081979	0.58	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.22	0.34	14	1	6	283
kay5555	12	1	1260.05	1266.41	0.70	7065.0	jellywibble-lora-120k-pr_2827_v4	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	40196	285696	0.58	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.71	-0.62	216	17	5	625
dzhao1	13	9	1220.66	1234.33	0.73	5650.0	chaiml-sao10k-l3-rp-v3-3_v1	8B	ChaiML/sao10k-l3-rp-v3-3	chaiml-sao10k-l3-rp-v3-3_v1	11815	409500	0.57	0.58	basic	ChaiML/gpt2_medium_pairwise_60m_step_937500	8.0	1024.0	64.0	LlamaForCausalLM	ChaiML/sao10k-l3-rp-v3-3	2024-07-02	0.80	0.97	4	4	50	110
nguyenzzz	14	14	1216.48	1219.12	0.73	5314.0	meseca-15062024-c1_v3	8B	meseca/15062024-c1	meseca-15062024-c1_v3	10944	33263	0.56	0.56	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	8.0	1024.0	64.0	LlamaForCausalLM	meseca/15062024-c1	2024-07-01	0.71	1.12	6	6	94	90
R136a1	15	15	1220.22	1220.22	0.73	9252.0	r136a1-slerp8bv2_v2	8B	R136a1/Slerp8Bv2	r136a1-slerp8bv2_v1	9830	33452	0.55	0.55	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	R136a1/Slerp8Bv2	2024-06-25	0.79	0.95	5	5	55	116
dzhao1	16	16	1227.27	1227.27	0.72	5044.0	sao10k-l3-rp-v3-3_v9	8B	Sao10K/L3-RP-v3.3	sao10k-l3-rp-v3-3_v9	10311	3817665	0.58	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	8.0	1024.0	64.0	LlamaForCausalLM	Sao10K/L3-RP-v3.3	2024-07-01	0.95	0.62	8	8	18	200
Nitral-AI	17	3	1217.37	1238.68	0.73	8490.0	nitral-ai-hathor-l3-8b-v-02_v12	8B	Nitral-AI/Hathor-L3-8B-v.02	nitral-ai-hathor-l3-8b-v02	17317	1081979	0.53	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.73	1.02	7	1	80	104
robert_irvine	18	3	1230.46	1238.68	0.71	5413.0	nitral-ai-hathor-l3-8b-v-01_v37	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v37	31623	1081979	0.57	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.03	0.38	13	1	16	271
c.gato	19	19	1198.09	1208.35	0.74	5964.0	cgato-thesalt-rp-l3-8b-d_7209_v3	8B	cgato/TheSalt-RP-L3-8b-DPO-v0.3.2-e0.8.2	cgato-thesalt-rp-l3-8b-d_7209_v3	22762	626274	0.51	0.55	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	cgato/TheSalt-RP-L3-8b-D	2024-07-04	0.29	1.73	45	45	349	35
nguyenzzz	20	20	1164.75	1164.75	0.77	8354.0	meseca-20062024-c1-dpo-1e_v2	8B	meseca/20062024-c1-dpo-1e	meseca-20062024-c1-dpo-1e_v2	14942	30221	0.48	0.48	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	meseca/20062024-c1-dpo-1	2024-06-27	-0.48	3.03	273	273	698	5
Jellywibble	21	21	1152.81	1152.81	0.78	5334.0	jellywibble-nguy-alignme_4960_v1	8B	Jellywibble/nguy-alignment-regression-cp128	meseca-20062024-c1_v1	31528	61623	0.46	0.46	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/nguy-alignme	2024-07-05	-0.75	3.49	301	301	728	2
PawanOsman	22	22	1226.33	1232.68	0.71	5567.0	pawankrd-cosmosrp_v35	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v35	33039	1713349	0.56	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-07-05	0.93	0.31	19	19	20	290
dzhao1	23	9	1208.39	1234.33	0.73	6597.0	chaiml-sao10k-l3-rp-v3-3_v3	8B	ChaiML/sao10k-l3-rp-v3-3	chaiml-sao10k-l3-rp-v3-3_v3	13662	409500	0.55	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	8.0	1024.0	64.0	LlamaForCausalLM	ChaiML/sao10k-l3-rp-v3-3	2024-07-03	0.52	1.06	15	4	200	96
PawanOsman	24	22	1205.96	1232.68	0.73	6425.0	pawankrd-cosmosrp_v36	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v36	37297	1713349	0.52	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-07-06	0.47	1.15	21	19	241	82
Jellywibble	25	25	1204.84	1204.84	0.73	7424.0	jellywibble-hathor-stabl_8901_v1	8B	Jellywibble/Hathor_Stable-v0.2-L3-8B	nitral-ai-hathor-l3-8b-v-01_v1	15675	43096	0.54	0.54	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/Hathor_Stabl	2024-07-03	0.44	1.16	26	26	252	81
Hastagaras	26	26	1215.54	1215.54	0.72	19901.0	hastagaras-ultimatej-8b-l3-br_v1	8B	Hastagaras/UltimateJ-8B-L3-BR	hastagaras-ultimatej-8b-l3-br_v1	15513	15513	0.57	0.57	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Hastagaras/UltimateJ-8B-	2024-06-25	0.69	0.70	12	12	103	179
c.gato	27	27	1204.93	1204.93	0.73	12623.0	cgato-thesalt-rp-l3-8b-v0-3-2_v9	8B	cgato/TheSalt-RP-L3-8b-v0.3.2	cgato-thesalt-rp-l3-8b-v0-3-2_v9	26206	119491	0.55	0.63	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	cgato/TheSalt-RP-L3-8b-v	2024-06-19	0.44	1.12	27	27	249	86
Jellywibble	28	28	1203.54	1203.82	0.73	6368.0	jellywibble-qlora-120k-p_350_v2	8B	Jellywibble/qlora_120k_pref_data_ep1	nitral-ai-hathor-l3-8b-v-01_v1	13568	26921	0.52	0.52	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/qlora_120k_p	2024-07-03	0.41	1.17	34	34	276	79
Azazelle	29	29	1219.14	1219.86	0.72	5461.0	azazelle-l3-hecate-8b-v1-0_v2	8B	Azazelle/L3-Hecate-8B-v1.0	azazelle-l3-hecate-8b-v1-0_v1	31599	131879	0.56	0.56	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Azazelle/L3-Hecate-8B-v1	2024-07-05	0.77	0.50	16	16	62	234
PawanOsman	30	22	1232.07	1232.68	0.71	5670.0	pawankrd-cosmosrp_v34	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v34	32737	1713349	0.56	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-07-05	1.06	-0.06	75	19	15	429
Jellywibble	31	21	1150.32	1152.81	0.77	5324.0	jellywibble-nguy-alignme_5302_v1	8B	Jellywibble/nguy-alignment-regression-ep3	meseca-20062024-c1_v1	30095	61623	0.46	0.46	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/nguy-alignme	2024-07-05	-0.81	3.42	312	301	732	4
nguyenzzz	32	32	1163.58	1163.58	0.76	7186.0	meseca-20062024-c1-dpo-2e_v2	8B	meseca/20062024-c1-dpo-2e	meseca-20062024-c1-dpo-2e_v2	13424	24698	0.48	0.48	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	meseca/20062024-c1-dpo-2	2024-06-27	-0.51	2.84	282	282	704	8
Nitral-AI	33	3	1210.44	1238.68	0.72	12150.0	nitral-ai-hathor-l3-8b-v-02_v14	8B	Nitral-AI/Hathor-L3-8B-v.02	nitral-ai-hathor-l3-8b-v02	25571	1081979	0.51	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.57	0.84	20	1	176	142
PawanOsman	34	22	1223.32	1232.68	0.71	14566.0	pawankrd-cosmosrp_v24	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v24	30258	1713349	0.58	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-06-21	0.86	0.28	28	19	34	306
Nitral-AI	35	3	1217.44	1238.68	0.72	8230.0	nitral-ai-hathor-l3-8b-v-02_v11	8B	Nitral-AI/Hathor-L3-8B-v.02	nitral-ai-hathor-l3-8b-v02	17654	1081979	0.53	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.73	0.52	18	1	79	226
Jellywibble	36	1	1233.52	1266.41	0.70	5966.0	jellywibble-lora-120k-pr_2827_v1	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	12653	285696	0.56	0.60	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-03	1.10	-0.19	102	17	13	480
R136a1	37	37	1214.27	1214.27	0.72	11654.0	r136a1-slerp8bv1_v1	8B	R136a1/Slerp8Bv1	r136a1-slerp8bv1_v1	24124	24124	0.54	0.54	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	R136a1/Slerp8Bv1	2024-06-24	0.66	0.61	22	22	122	203
robert_irvine	38	38	1190.48	1199.63	0.74	6517.0	nousresearch-meta-llama_4941_v78	8B	NousResearch/Meta-Llama-3-8B-Instruct	nousresearch-meta-llama_4941_v78	13904	274135	0.53	0.53	basic	ChaiML/gpt2_medium_pairwise_60m_step_937500	16.0	512.0	64.0	LlamaForCausalLM	NousResearch/Meta-Llama-	2024-07-03	0.11	1.61	112	67	460	42
Nitral-AI	39	3	1216.49	1238.68	0.72	10531.0	nitral-ai-hathor-l3-8b-v-01_v9	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v01	21595	1081979	0.52	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.71	0.50	24	1	93	236
Nitral-AI	40	40	1214.50	1214.50	0.72	9792.0	nitral-ai-hathor-unstabl_1363_v2	8B	Nitral-AI/Hathor_Unstable-L3-8B-v0.3	nitral-ai-hathor-03_1363_v1	20473	70699	0.53	0.55	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor_Unstabl	2024-06-22	0.66	0.57	23	23	116	212