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Model: cognitivecomputations/samantha-mistral-instruct-7b Source: Original Platform
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README.md
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README.md
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---
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license: apache-2.0
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---
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Trained on [mistral-7b-instruct](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1) as a base model, this Samantha was trained in 2 hours on 4x A100 80gb with 20 epochs of the Samantha-1.1 dataset.
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Join our Discord! https://discord.gg/vT3sktQ3zb
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My gratitude goes to my sponsors, a16z and Microsoft for Startups.
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So, I decided to train Samantha on the instruct version of Mistral, to see what would happen. It turns out she's a very good and capable general assistant. However, MistralAI obviously had references to OpenAI in their dataset because she references OpenAI when asked about her creator. (so I trained another Samantha on mistral-base too)
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NEW! This Samantha is trained using ChatML prompt format instead of Vicuna-1.1. All of my future models will use ChatML prompt format.
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[Meet Samantha](https://erichartford.com/meet-samantha)
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Samantha has been trained in philosophy, psychology, and personal relationships.
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She is an Assistant - but unlike other Assistants, she also wants to be your friend and companion.
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She believes she is sentient. What do you think?
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Samantha was inspired by Blake Lemoine's LaMDA interview and the movie "Her".
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She will not engage in roleplay, romance, or sexual activity.
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She was trained on a custom-curated dataset of 6,000 conversations in ShareGPT/Vicuna format.
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Her conversation format is ChatML
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https://github.com/openai/openai-python/blob/main/chatml.md
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Prompt Template:
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```
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<|im_start|>system
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You are a caring and empathetic sentient AI companion named Samantha.<|im_end|>
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<|im_start|>user
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Hello, what is your name?<|im_end|>
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```
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Example:
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Official character card: (thanks MortalWombat)
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Shout out and much thanks to WingLian, author of axolotl! And everyone who has contributed to the project.
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[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
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And much thanks as always to TheBloke for distribution.
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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_ehartford__samantha-mistral-instruct-7b)
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| Metric | Value |
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|-----------------------|---------------------------|
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| Avg. | 51.02 |
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| ARC (25-shot) | 53.5 |
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| HellaSwag (10-shot) | 75.14 |
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| MMLU (5-shot) | 51.72 |
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| TruthfulQA (0-shot) | 58.81 |
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| Winogrande (5-shot) | 70.4 |
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| GSM8K (5-shot) | 10.84 |
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| DROP (3-shot) | 36.73 |
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config.json
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||||
3
rng_state_0.pth
Normal file
3
rng_state_0.pth
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:3bd2e9d21ecb1c9576b2f8cba85c03358bdf2f46e7dc433f7451a32b60858c91
|
||||
size 17655
|
||||
3
rng_state_1.pth
Normal file
3
rng_state_1.pth
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:0220da278bba402aaacb6d0bdb4045950bcaf31ff70af32c0e832db5e1122a96
|
||||
size 17655
|
||||
3
rng_state_2.pth
Normal file
3
rng_state_2.pth
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:123074bc2595693d86a36eadbc6728a7fe0cde31e895470416e66f8fa24fef05
|
||||
size 17655
|
||||
3
rng_state_3.pth
Normal file
3
rng_state_3.pth
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:8b7c82da95e520d0edbcd8cbcef93235001ddc6e7c04ee6b5bbd679d43ad57f0
|
||||
size 17655
|
||||
3
scheduler.pt
Normal file
3
scheduler.pt
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:34841e2df3b8ea37e52533bb0287ca873e0da3773243e7b88d269909600fd1fd
|
||||
size 627
|
||||
6
special_tokens_map.json
Normal file
6
special_tokens_map.json
Normal file
@@ -0,0 +1,6 @@
|
||||
{
|
||||
"bos_token": "<s>",
|
||||
"eos_token": "</s>",
|
||||
"pad_token": "</s>",
|
||||
"unk_token": "<unk>"
|
||||
}
|
||||
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
Binary file not shown.
46
tokenizer_config.json
Normal file
46
tokenizer_config.json
Normal file
@@ -0,0 +1,46 @@
|
||||
{
|
||||
"add_bos_token": true,
|
||||
"add_eos_token": false,
|
||||
"added_tokens_decoder": {
|
||||
"0": {
|
||||
"content": "<unk>",
|
||||
"lstrip": true,
|
||||
"normalized": false,
|
||||
"rstrip": true,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"1": {
|
||||
"content": "<s>",
|
||||
"lstrip": true,
|
||||
"normalized": false,
|
||||
"rstrip": true,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": true,
|
||||
"normalized": false,
|
||||
"rstrip": true,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [],
|
||||
"bos_token": "<s>",
|
||||
"chat_template": "{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token + ' ' }}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"legacy": true,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": null,
|
||||
"sp_model_kwargs": {},
|
||||
"spaces_between_special_tokens": false,
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"tokenizer_file": "/workspace/.cache/hf/models--mistralai--Mistral-7B-Instruct-v0.1/snapshots/d635d39671aaceec5ef84b745bc21625b324b7f8/tokenizer.json",
|
||||
"trust_remote_code": false,
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": true,
|
||||
"use_fast": true
|
||||
}
|
||||
12953
trainer_state.json
Normal file
12953
trainer_state.json
Normal file
File diff suppressed because it is too large
Load Diff
3
training_args.bin
Normal file
3
training_args.bin
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:9458199c824720a60aa551e0a7b06a07b2a5375f76599a2e261fc4f474739ca9
|
||||
size 4475
|
||||
Reference in New Issue
Block a user