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Model: rombodawg/LosslessMegaCoder-llama2-13b-mini Source: Original Platform
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vendored
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README.md
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README.md
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---
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license: llama2
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datasets:
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- rombodawg/LosslessMegaCodeTrainingV2_1m_Evol_Uncensored
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---
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___________________________
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- Please note this model was not trained on the rombodawg/LosslessMegaCodeTrainingV3_MINI dataset, despite the name similarity. You can find the training data at the bottom of the model card labeled (megacode2-min100)
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___________________________
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This is one of the first models trained on the LosslessMegaCodeTrainingV2_1m_Evol_Uncensored dataset. The version of the dataset used for this model was filtered by removed any data with less than 100 tokens but plans for much more refined filtering are in the works
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- This model was made as a colaboration between me and andreaskoepf who is an affiliate of Open Assistant.
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This Model score .29 on humaneval+ the same as LLaMA-2 70B Chat Link bellow (in this benchmark the model is called andreaskoepf/llama2-13b-megacode2_min100)
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- https://tju01.github.io/FastEval-OpenAssistant/
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Prompt template:
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- chatml format is used: "<|im_start|>system\n{system message}<|im_end|>\n<|im_start|>user\n{user prompt}<|im_end|>\n<|im_start|>assistant\n{Assistant answer}<|im_end|>\n"
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multi-line:
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```
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<|im_start|>system
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{system message}<|im_end|>
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<|im_start|>user
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{user prompt}<|im_end|>
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<|im_start|>assistant
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{Assistant answer}<|im_end|>
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```
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Gpt4all template:
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- System prompt
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```
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<|im_start|>system
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"Below is an instruction that describes a task. Write a response that appropriately completes the request."
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```
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- Prompt template
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```
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<|im_end|>
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<|im_start|>user
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"%1"<|im_end|>
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<|im_start|>assistant
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```
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Oobagooba Text-Generation-Webui Template
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- user:
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```
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<|im_start|>user
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{User string}<|im_end|>
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```
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- bot:
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```
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<|im_start|>assistant
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{Bot string}<|im_end|>
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```
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- turn_template:
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```
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<|user|>\n<|user-message|>\n\n<|bot|>\n<|bot-message|>\n\n
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```
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- context:
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```
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<|im_start|>system
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Below is an instruction that describes a task. Write a response that appropriately completes the request.<|im_end|>
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```
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Current quantizations available:
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- https://huggingface.co/TheBloke/LosslessMegaCoder-Llama2-13B-Mini-GPTQ
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Training data:
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- https://wandb.ai/open-assistant/epfl-mt-sft/runs/run34_megacode2_min100_13b
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The link for the full dataset is bellow:
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- https://huggingface.co/datasets/rombodawg/LosslessMegaCodeTrainingV2_1m_Evol_Uncensored
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Link for the filtered dataset used to make this model are bellow:
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- https://huggingface.co/datasets/andreaskoepf/megacode2-min100
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The original posting for this model was uploaded at the link bellow.
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- https://huggingface.co/andreaskoepf/llama2-13b-megacode2_min100
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_rombodawg__LosslessMegaCoder-llama2-13b-mini)
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| Metric | Value |
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|-----------------------|---------------------------|
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| Avg. | 49.92 |
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| ARC (25-shot) | 60.58 |
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| HellaSwag (10-shot) | 81.26 |
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| MMLU (5-shot) | 57.92 |
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| TruthfulQA (0-shot) | 48.89 |
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| Winogrande (5-shot) | 76.95 |
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| GSM8K (5-shot) | 15.92 |
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| DROP (3-shot) | 7.89 |
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added_tokens.json
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}
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config.json
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config.json
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"architectures": [
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"LlamaForCausalLM"
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],
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"intermediate_size": 13824,
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"max_position_embeddings": 2048,
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"model_type": "llama",
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"num_attention_heads": 40,
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"num_hidden_layers": 40,
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"num_key_value_heads": 40,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.31.0",
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"use_cache": true,
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"vocab_size": 32007
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}
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huggingface-metadata.txt
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huggingface-metadata.txt
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url: https://huggingface.co/andreaskoepf/llama2-13b-megacode2_min100
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branch: main
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download date: 2023-08-14 19:58:21
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|
||||
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|
||||
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|
||||
31
special_tokens_map.json
Normal file
31
special_tokens_map.json
Normal file
@@ -0,0 +1,31 @@
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
93454
tokenizer.json
Normal file
93454
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
Binary file not shown.
33
tokenizer_config.json
Normal file
33
tokenizer_config.json
Normal file
@@ -0,0 +1,33 @@
|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"legacy": false,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": null,
|
||||
"padding_side": "right",
|
||||
"sp_model_kwargs": {},
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": {
|
||||
"__type": "AddedToken",
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user