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Limit the Input/Output of LlaMa 2 to specific topics | 4 | I have a project I am working on to create a history app that allows people to learn about history by asking the AI historical questions. The issue is I want to limit the output to just historical answers. Is there anyway to do that?
I am new to this so it might be a noob question, but I see a lot of resources regardi... | 2023-08-07T13:31:38 | https://www.reddit.com/r/LocalLLaMA/comments/15kkukk/limit_the_inputoutput_of_llama_2_to_specific/ | ojunior | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kkukk | false | null | t3_15kkukk | /r/LocalLLaMA/comments/15kkukk/limit_the_inputoutput_of_llama_2_to_specific/ | false | false | self | 4 | null |
What's a decent llama-2 model fine tuned for OpenAI style function calls ? | 7 | I see models like the one below, but it's licensed, is there any open sourced ones ? Thanks!
[https://huggingface.co/Trelis/Llama-2-7b-chat-hf-function-calling](https://huggingface.co/Trelis/Llama-2-7b-chat-hf-function-calling) | 2023-08-07T13:30:56 | https://www.reddit.com/r/LocalLLaMA/comments/15kktxm/whats_a_decent_llama2_model_fine_tuned_for_openai/ | Gold_Comparison_3068 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kktxm | false | null | t3_15kktxm | /r/LocalLLaMA/comments/15kktxm/whats_a_decent_llama2_model_fine_tuned_for_openai/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'z-tciLuRFNi0luiaJI03HL-ccj97mSAZB4mFb5qSOWA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/jMVxjyICWJdQoTQ2ad17JPA6jhDa6CljgfiXq_iysag.jpg?width=108&crop=smart&auto=webp&s=7d44429b776c3df967df4748c2a72ca08e2f98de', 'width': 108}, {'height': 116, 'url': 'h... |
How to optimize inference for llama related model? | 4 | Hello! As a newbie to llm field, I have a question about how to optimize inference for llama related model.
I'm trying to optimize inference for vicuna model. ([model link](https://huggingface.co/TheBloke/Wizard-Vicuna-13B-Uncensored-HF))
I found that to optimize inference for llm, onnx and tensorrt method are widel... | 2023-08-07T12:46:36 | https://www.reddit.com/r/LocalLLaMA/comments/15kjrm3/how_to_optimize_inference_for_llama_related_model/ | Fluffy_Pianist_3135 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kjrm3 | false | null | t3_15kjrm3 | /r/LocalLLaMA/comments/15kjrm3/how_to_optimize_inference_for_llama_related_model/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'lRl3SipxuAd2pfX-TGfnDhxzpabUu4mLrPvD6h_TfTI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Zis6jQ1oz0Ceq_p_SAr0ag83aPRdD-nFmzXf8UatMGk.jpg?width=108&crop=smart&auto=webp&s=b76f8ccbfd16146ac1855fe96fc4710ff29e946e', 'width': 108}, {'height': 116, 'url': 'h... |
Fine-tuning LLM's for roleplay | 11 | I want to create a perfect conversational character that I can interact in my game. I've tried creating character.json in oobabooga with 13B Nous-Hermes LLaMa-2 model but the results did not satisfy me.
I looked into fine tuning but never tried it. I know I need to gather decent amount of info about my character whi... | 2023-08-07T12:39:05 | https://www.reddit.com/r/LocalLLaMA/comments/15kjlba/finetuning_llms_for_roleplay/ | sarimsak13 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kjlba | false | null | t3_15kjlba | /r/LocalLLaMA/comments/15kjlba/finetuning_llms_for_roleplay/ | false | false | self | 11 | null |
๐๐จ ๐ฒ๐จ๐ฎ ๐ค๐ง๐จ๐ฐ ๐ฐ๐ก๐ฒ ๐๐ฅ๐๐ฆ๐ ๐ฆ ๐จ๐ซ ๐๐ก๐๐ญ๐๐๐ ๐ค ๐ก๐๐ฏ๐ ๐ญ๐๐ฑ๐ญ ๐ฌ๐ข๐ณ๐ ๐ฅ๐ข๐ฆ๐ข๐ญ๐ฌ? ๐ค๐ญ Find it out! ๐ก | 1 | 2023-08-07T12:21:59 | https://medium.com/@joaolages/the-quest-to-have-endless-conversations-with-llama-and-chatgpt-%EF%B8%8F-81360b9b34b2 | JClub | medium.com | 1970-01-01T00:00:00 | 0 | {} | 15kj71f | false | null | t3_15kj71f | /r/LocalLLaMA/comments/15kj71f/๐๐จ_๐ฒ๐จ๐ฎ_๐ค๐ง๐จ๐ฐ_๐ฐ๐ก๐ฒ_๐๐ฅ๐๐ฆ๐_๐จ๐ซ_๐๐ก๐๐ญ๐๐๐_๐ก๐๐ฏ๐_๐ญ๐๐ฑ๐ญ_๐ฌ๐ข๐ณ๐/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'Bd2tKVhk26ts2G8Ag4O6orZvv4fbvZNAF7Q03ikzADQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/CTypdu0BQ5FGyzkfIBDvKm4lV45PMJGwwkvJ9hxNRw4.jpg?width=108&crop=smart&auto=webp&s=ba96a68eba2babade967b840ab3c1d89e134154e', 'width': 108}, {'height': 108, 'url': 'h... | |
llama-gaan-2-7b-chat-hf-dutch ๐ณ๐ฑ | 29 | If it ain't Dutch, it ain't much [๐](https://emojipedia.org/winking-face/)!
[https://huggingface.co/Mirage-Studio/llama-gaan-2-7b-chat-hf-dutch](https://huggingface.co/Mirage-Studio/llama-gaan-2-7b-chat-hf-dutch)
At Mirage Studio we just released Llama-gaan, an open-source ๐ณ๐ฑ -finetuned version of everyone's favo... | 2023-08-07T12:05:25 | https://www.reddit.com/r/LocalLLaMA/comments/15kitng/llamagaan27bchathfdutch/ | gijs4g | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kitng | false | null | t3_15kitng | /r/LocalLLaMA/comments/15kitng/llamagaan27bchathfdutch/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'TYg5_5x2yp-Ny10ISVzht6UW6sIt0n0UWd8ROlAPJqs', 'resolutions': [{'height': 57, 'url': 'https://external-preview.redd.it/Pl8jDgd6Vq-H9rJgHFXWMecxyAsgCygbeVsuuS8Xcuk.jpg?width=108&crop=smart&auto=webp&s=a4c3348398bb118872a1fd866ba65b817340ce3f', 'width': 108}, {'height': 115, 'url': 'h... |
Getting wrong answer after fine tuning. | 3 | I fine tuning using peft-lora on a custom question answer based dataset. it doesn't give accurate output for exact questions.
for example:
quest: "where does elon musk born?"
ans: elon musk borned in america."
Though in the dataset the accurate answer is given. Any idea about how to fix it? Do I need to change... | 2023-08-07T11:23:43 | https://www.reddit.com/r/LocalLLaMA/comments/15khwlm/getting_wrong_answer_after_fine_tuning/ | mathageche | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15khwlm | false | null | t3_15khwlm | /r/LocalLLaMA/comments/15khwlm/getting_wrong_answer_after_fine_tuning/ | false | false | self | 3 | null |
Enhancing a foundational model locally | 1 | [removed] | 2023-08-07T10:59:17 | https://www.reddit.com/r/LocalLLaMA/comments/15khd28/enhancing_a_foundational_model_locally/ | Decent_Pattern_9343 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15khd28 | false | null | t3_15khd28 | /r/LocalLLaMA/comments/15khd28/enhancing_a_foundational_model_locally/ | false | false | self | 1 | null |
Open Source Models or OpenAI API for Document Summarization and Question Answering | 4 |
Hello everyone!
I am working on an application that leverages LLMs for document summarization and question answering. Mainly the type of documents Il be working on are RFP documents to automate responses for them. I cant really decide if I should invest in a better system and deploy a local LLM or just get the open... | 2023-08-07T10:32:33 | https://www.reddit.com/r/LocalLLaMA/comments/15kgu48/open_source_models_or_openai_api_for_document/ | Chuckycutie1993 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kgu48 | false | null | t3_15kgu48 | /r/LocalLLaMA/comments/15kgu48/open_source_models_or_openai_api_for_document/ | false | false | self | 4 | null |
Qwen 7B | 1 | [removed] | 2023-08-07T09:50:00 | https://www.reddit.com/r/LocalLLaMA/comments/15kg1du/qwen_7b/ | lavajam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kg1du | false | null | t3_15kg1du | /r/LocalLLaMA/comments/15kg1du/qwen_7b/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'An0iJLapq-5CUQQlm3lWegevVWf7wlANjmn1iOwCTqk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/STdfNz2AMqd8poUl9upfzh2_pmQgPKEpMtr_0b_Q4Os.jpg?width=108&crop=smart&auto=webp&s=284ee86cd9228390268ace75b44e497c1fec562f', 'width': 108}, {'height': 116, 'url': 'h... |
Instruction Fine-Tuning to explicitly follow a certain Context? | 6 | I want to know if it would be possible to instruct fine-tune a model to answer a question based on a particular context. The idea being here that during inference, the context will be replaced by the relevant documents returned from a VectorDB search.
**What I have already tried**
1. I have already tried regular RAG ... | 2023-08-07T09:44:08 | https://www.reddit.com/r/LocalLLaMA/comments/15kfxj1/instruction_finetuning_to_explicitly_follow_a/ | ShaneMathy911 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kfxj1 | false | null | t3_15kfxj1 | /r/LocalLLaMA/comments/15kfxj1/instruction_finetuning_to_explicitly_follow_a/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': '185ujYrwJ2EOh6mGp-l9eYbo_lk0hPRZdekaAQhzzZs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/txx2VhCwQTgljoODlhhYc_faL_kN5MP0P-MwRRqdPyQ.jpg?width=108&crop=smart&auto=webp&s=25c02f753e4e995e00b31f979f098a1d32a76339', 'width': 108}, {'height': 116, 'url': 'h... |
OpenChat 3.2 | 1 | [removed] | 2023-08-07T09:29:04 | https://www.reddit.com/r/LocalLLaMA/comments/15kfnm1/openchat_32/ | imonenext | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kfnm1 | false | null | t3_15kfnm1 | /r/LocalLLaMA/comments/15kfnm1/openchat_32/ | false | false | self | 1 | null |
Llama 2 officially recommends removing the default system prompt | 97 | 2023-08-07T09:14:42 | https://github.com/facebookresearch/llama#system-prompt-update | hackerllama | github.com | 1970-01-01T00:00:00 | 0 | {} | 15kfe8p | false | null | t3_15kfe8p | /r/LocalLLaMA/comments/15kfe8p/llama_2_officially_recommends_removing_the/ | false | false | 97 | {'enabled': False, 'images': [{'id': 'FGHADZF6kKD31GejH2OnPEP-YDb6BsOBjcCJJKsF9Bc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Q6uqIm8ZHsU8dvI2bphFuxKJq8_G421UZ1s-cNMYu8I.jpg?width=108&crop=smart&auto=webp&s=bf9621bee0952932576a0b76165d02c71b71a6b7', 'width': 108}, {'height': 108, 'url': 'h... | ||
Anyone use this | 0 | Google made this yea? | 2023-08-07T08:23:56 | https://www.reddit.com/r/LocalLLaMA/comments/15kehp2/anyone_use_this/ | LearnOnnReddit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kehp2 | false | null | t3_15kehp2 | /r/LocalLLaMA/comments/15kehp2/anyone_use_this/ | false | false | self | 0 | null |
Falcon-7b qlora finetuned generates extra response. | 5 | So I fine tuned falcon-7b using peft on python code instructions dataset(18k rows) for a single epoch.
During the inference the model generates some extra text after answering the question. Sometimes it starts another question by itself and answers it. Sometimes it keeps on explaining the answer.
Why is this happen... | 2023-08-07T06:40:03 | https://www.reddit.com/r/LocalLLaMA/comments/15kcohd/falcon7b_qlora_finetuned_generates_extra_response/ | thepotatoguy17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kcohd | false | null | t3_15kcohd | /r/LocalLLaMA/comments/15kcohd/falcon7b_qlora_finetuned_generates_extra_response/ | false | false | self | 5 | null |
Using LLMs to query personal data. Does it suck or am I doing it wrong | 10 | Iโve tried experimenting with privateGPT and compatible models over the last few days on a Runpod A40 instance. Setup went fine. Provided source docs of various types. Did the ingest. Ran the model. But it seems like it canโt answer basic questions. For example: โwhat are the top five most frequently mention countries... | 2023-08-07T06:09:57 | https://www.reddit.com/r/LocalLLaMA/comments/15kc4z8/using_llms_to_query_personal_data_does_it_suck_or/ | badatmathdave | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kc4z8 | false | null | t3_15kc4z8 | /r/LocalLLaMA/comments/15kc4z8/using_llms_to_query_personal_data_does_it_suck_or/ | false | false | self | 10 | null |
how to make multiple inference requests from a single model object? (llama-cpp-python) | 11 | I was planning to setup a local LLaMA API server for our team and I have been using llama-cpp-python with flask for this.
The code looks kinda like this
```python
llm = LLaMA(model)
@route(route = "/llama, method = POST)
def inference(prompt):
return llm(prompt)
```
But whenever I make more than 2 post reque... | 2023-08-07T05:25:27 | https://www.reddit.com/r/LocalLLaMA/comments/15kbbna/how_to_make_multiple_inference_requests_from_a/ | nerdyvaroo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15kbbna | false | null | t3_15kbbna | /r/LocalLLaMA/comments/15kbbna/how_to_make_multiple_inference_requests_from_a/ | false | false | self | 11 | null |
How does Microsoft Guidance work? | 27 | Microsoft's Guidance has been recommended for more reliable structuring of the output. I had some fundamental doubts about its applicability:
- it seems like a programming language. wouldn't a llm know how to "interpret" this syntax of {{ }} to work. so it shouldnt be applicable to all llms by default. or is there a s... | 2023-08-07T03:44:17 | https://www.reddit.com/r/LocalLLaMA/comments/15k9efr/how_does_microsoft_guidance_work/ | T_hank | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k9efr | false | null | t3_15k9efr | /r/LocalLLaMA/comments/15k9efr/how_does_microsoft_guidance_work/ | false | false | self | 27 | null |
8 bit WizardCoder 15B | 12 | I think 8 Bit WizardCoder should run on a 3090/4090 as it should be about 23.07 GB VRAM required. Is there anywhere I can acquire an 8 Bit WizardCoder model? Or how can I create one myself from the original?
I'm currently running 4 bit WizardCoder btw just trying to get some improved accuracy. | 2023-08-07T03:24:17 | https://www.reddit.com/r/LocalLLaMA/comments/15k90yz/8_bit_wizardcoder_15b/ | kintrith | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k90yz | false | null | t3_15k90yz | /r/LocalLLaMA/comments/15k90yz/8_bit_wizardcoder_15b/ | false | false | self | 12 | null |
Can I use LLM to compare 2 pdf documents and find changes ? | 5 | So I review a lot of documents and sometimes minor but essential changes occur after Iโm done reviewing, was wondering if LLM can be a way to find the changes fast instead of going through hundreds of pages for an article ? Can embedding be used to achieve that ? | 2023-08-07T02:06:28 | https://www.reddit.com/r/LocalLLaMA/comments/15k7g0f/can_i_use_llm_to_compare_2_pdf_documents_and_find/ | Plane_Ad9568 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k7g0f | false | null | t3_15k7g0f | /r/LocalLLaMA/comments/15k7g0f/can_i_use_llm_to_compare_2_pdf_documents_and_find/ | false | false | self | 5 | null |
WizardLM-1.0-Uncensored-Llama2-13b | 112 | Today I released WizardLM-1.0-Uncensored-Llama2-13b
[https://huggingface.co/ehartford/WizardLM-1.0-Uncensored-Llama2-13b](https://huggingface.co/ehartford/WizardLM-1.0-Uncensored-Llama2-13b)
Based on the [WizardLM/WizardLM\_evol\_instruct\_V2\_196k](https://huggingface.co/datasets/WizardLM/WizardLM_evol_instruct_V2_1... | 2023-08-07T02:03:29 | https://www.reddit.com/r/LocalLLaMA/comments/15k7dv9/wizardlm10uncensoredllama213b/ | faldore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k7dv9 | false | null | t3_15k7dv9 | /r/LocalLLaMA/comments/15k7dv9/wizardlm10uncensoredllama213b/ | false | false | self | 112 | {'enabled': False, 'images': [{'id': 'XOHpgHNy2-sJYt-7otMYQr6A_lch0wGQeb5mnw39QKQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/8o_c9AAxq8qn_syV3jHVABmVXGhLkLtmI9gelzOdtkA.jpg?width=108&crop=smart&auto=webp&s=aa773b62368ae0a87bcb427e8ce76f550c2d447b', 'width': 108}, {'height': 116, 'url': 'h... |
dolphin-llama2-7b | 190 | Today, I released dolphin-llama2-7b, sponsored by [preemo](https://www.preemo.io/)
[https://huggingface.co/ehartford/dolphin-llama2-7b](https://huggingface.co/ehartford/dolphin-llama2-7b)
[**https://erichartford.com/dolphin**](https://erichartford.com/dolphin)
This model is based on llama-2 and thus it is suitable f... | 2023-08-07T01:56:56 | https://www.reddit.com/r/LocalLLaMA/comments/15k78yi/dolphinllama27b/ | faldore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k78yi | false | null | t3_15k78yi | /r/LocalLLaMA/comments/15k78yi/dolphinllama27b/ | false | false | self | 190 | null |
Does anyone know of any information on how to finetune a llm on a image, language pair dataset? | 5 | I've seen the end product and am now just reading through code but any sort of introduction to the problem would be a great time saver. I'm hoping to finetune an llm on a custom dataset that I believe it may do better on than traditional approaches due to the ability to feed it associated contextual text with the image... | 2023-08-07T01:04:02 | https://www.reddit.com/r/LocalLLaMA/comments/15k655k/does_anyone_know_of_any_information_on_how_to/ | CertainCoat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k655k | false | null | t3_15k655k | /r/LocalLLaMA/comments/15k655k/does_anyone_know_of_any_information_on_how_to/ | false | false | self | 5 | null |
Specifying output format | 8 | Hi! I have a tinkering project where I need the model to generate an answer according to a defined format. For example, answering with only one word.
I tried a few models in GPTQ format, but it looks like the often just ignore the request to answer in just one word. The answers are somewhat accurate, but mostly lengthy... | 2023-08-06T23:19:54 | https://www.reddit.com/r/LocalLLaMA/comments/15k3u2g/specifying_output_format/ | maz3max | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k3u2g | false | null | t3_15k3u2g | /r/LocalLLaMA/comments/15k3u2g/specifying_output_format/ | false | false | self | 8 | null |
Any Australian, or US West Coast, based LLM / AI technology specialists? | 1 | 2023-08-06T23:12:37 | Rufawana | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15k3o00 | false | null | t3_15k3o00 | /r/LocalLLaMA/comments/15k3o00/any_australian_or_us_west_coast_based_llm_ai/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'GZpbe6yagQBIBRhPAiqbtmwgjlJU-osglstOmWBm08Y', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/j7qdhej4okgb1.png?width=108&crop=smart&auto=webp&s=30814f39f87a44baaabcbd3f03d236b222929e2c', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/j7qdhej4okgb1.pn... | |||
Mamba v3 3b: when did humans first learn how to whistle a tune by puckering their lips? | 0 | > when did humans first learn how to whistle a tune by puckering their lips?
The earliest known examples of whistling and the production of complex, tonal musical instruments date back to 360,000 B.C., when the first hominids began to use their hands and hands to produce sounds similar to bird calls or flutes as their ... | 2023-08-06T23:01:42 | https://www.reddit.com/r/LocalLLaMA/comments/15k3ete/mamba_v3_3b_when_did_humans_first_learn_how_to/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k3ete | false | null | t3_15k3ete | /r/LocalLLaMA/comments/15k3ete/mamba_v3_3b_when_did_humans_first_learn_how_to/ | false | false | self | 0 | null |
Any news on BigCode? (octocoder and starcoder cosmos) | 31 | Some weeks ago BigCode said in a tweet that they trained smaller version of the starcoder model (1B,3B and 7B). Meanwhile they create a github talking about octocoder and a new dataset with 4Tb of data, more than the 2.9Tb of the cleaned stack. So, anybody have any new information? They are training a new model? They w... | 2023-08-06T22:59:09 | https://www.reddit.com/r/LocalLLaMA/comments/15k3cjn/any_news_on_bigcode_octocoder_and_starcoder_cosmos/ | GG9242 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k3cjn | false | null | t3_15k3cjn | /r/LocalLLaMA/comments/15k3cjn/any_news_on_bigcode_octocoder_and_starcoder_cosmos/ | false | false | self | 31 | null |
First Indonesian LLM? | 36 | 99% of posts in LocalLLaMa are dedicated to English models. So today is that rare exception when the post will be about non-English model. Here it is: [Ichsan2895/Merak-7B-v1 ยท Hugging Face](https://huggingface.co/Ichsan2895/Merak-7B-v1)
GGML version: [s3nh/Merak-7B-v1-GGML at main (huggingface.co)](https://hugging... | 2023-08-06T22:13:29 | https://www.reddit.com/r/LocalLLaMA/comments/15k2ami/first_indonesian_llm/ | Languages_Learner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k2ami | false | null | t3_15k2ami | /r/LocalLLaMA/comments/15k2ami/first_indonesian_llm/ | false | false | self | 36 | {'enabled': False, 'images': [{'id': '2lbpttmquP319hezfse47DJxEwuNaYUdtjB5VTuzhT8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/p7D4uETpHk9odOyT7ftZPfA7aKFofcWrbnD28uIpAu0.jpg?width=108&crop=smart&auto=webp&s=995c3f055b80321894b7c394d2c3cf0a27c05bef', 'width': 108}, {'height': 116, 'url': 'h... |
Local Llama-2 API in Rust | 18 | Hello,
I have been working on an OpenAI-compatible API for serving LLAMA-2 models written entirely in Rust. It supports offloading computation to Nvidia GPU and Metal acceleration for GGML models.
Here is the project link : \[cria\]([https://github.com/AmineDiro/cria/blob/main/README.md](https://github.com/AmineDir... | 2023-08-06T21:55:05 | https://www.reddit.com/r/LocalLLaMA/comments/15k1uk7/local_llama2_api_in_rust/ | amindiro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k1uk7 | false | null | t3_15k1uk7 | /r/LocalLLaMA/comments/15k1uk7/local_llama2_api_in_rust/ | false | false | self | 18 | {'enabled': False, 'images': [{'id': '0LBRRYfSaj7DGydH663GMFcgOTeSykUmnO1PUdIqG34', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/iVvCGW5rLCxt2r3J3wghRSsB8DOSe9cV-OAZtuSsRDI.jpg?width=108&crop=smart&auto=webp&s=0fcb4489a88ee99a70ce4cab1aa170bf4c9df6f2', 'width': 108}, {'height': 108, 'url': 'h... |
How can I finetune MiniGpt-4 on my own dataset? | 1 | [removed] | 2023-08-06T21:41:08 | https://www.reddit.com/r/LocalLLaMA/comments/15k1ij7/how_can_i_finetune_minigpt4_on_my_own_dataset/ | mr_house7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k1ij7 | false | null | t3_15k1ij7 | /r/LocalLLaMA/comments/15k1ij7/how_can_i_finetune_minigpt4_on_my_own_dataset/ | false | false | self | 1 | null |
Classifier-Free Guidance (CFG) has been merged into the transformers library | 88 | 2023-08-06T21:33:37 | https://github.com/huggingface/transformers/pull/24654 | oobabooga4 | github.com | 1970-01-01T00:00:00 | 0 | {} | 15k1brq | false | null | t3_15k1brq | /r/LocalLLaMA/comments/15k1brq/classifierfree_guidance_cfg_has_been_merged_into/ | false | false | 88 | {'enabled': False, 'images': [{'id': '92JE4v1HSrvv1_kNuRUgyEUXGPEB4CPO1SmWC9DBPlA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MIGc7ZgNB0IV8UubR8avc7UBp7yzzEgv4fASgzCZoks.jpg?width=108&crop=smart&auto=webp&s=11d5737d9b960431d772d4e0b3c7614bd8af9abc', 'width': 108}, {'height': 108, 'url': 'h... | ||
Black lies, white lies, statistics. And benchmarking. | 39 | ​
When I was younger, lies got sorted into black lies and white lies. Later, 'statistics' was added to the set. And, in hindsight, 'benchmarking' should have been there, too.
It is is the zeitgeist, after all. Anything and everything must be compared and ranked. Who is number one? How to explain complex stuff ... | 2023-08-06T20:56:45 | https://www.reddit.com/r/LocalLLaMA/comments/15k0f06/black_lies_white_lies_statistics_and_benchmarking/ | ethertype | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k0f06 | false | null | t3_15k0f06 | /r/LocalLLaMA/comments/15k0f06/black_lies_white_lies_statistics_and_benchmarking/ | false | false | self | 39 | {'enabled': False, 'images': [{'id': '3v4YqMpXl9I7qXs9mjUIIoybueFW3pvFBgJc0pOONwk', 'resolutions': [{'height': 30, 'url': 'https://external-preview.redd.it/H1pGaJfcjzy95tjj9Oxq0UcWoJBF4scpwsXiGIclgoI.jpg?width=108&crop=smart&auto=webp&s=6d8aa04bc6bf7e7a8bd0eb7d62450d854f46751c', 'width': 108}, {'height': 60, 'url': 'ht... |
Anyone else is getting problems with repetition with chronos-hermes-13b-v2 and nous hermes v2? | 14 | These 2 specific models gave my huge troubles (I used the standard PyTorch ones), no matter the preset, sampler order, etc. They start repeating phrases from the second response. Any solutions? | 2023-08-06T20:48:14 | https://www.reddit.com/r/LocalLLaMA/comments/15k07ba/anyone_else_is_getting_problems_with_repetition/ | localbasedman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15k07ba | false | null | t3_15k07ba | /r/LocalLLaMA/comments/15k07ba/anyone_else_is_getting_problems_with_repetition/ | false | false | self | 14 | null |
Finetuning Llama-2 on Runpod? How to increase gpu count on a pod? | 1 | I'm trying to finetune Llama-2 on Runpod.
However, when I launch, I only see 1x a100 80gb. It says max 8 though, so I assume you can assign more.
However, when I click deploy and then click customize, I can't find a place to increase gpu count.
I'd appreciate any help! | 2023-08-06T20:38:32 | https://www.reddit.com/r/LocalLLaMA/comments/15jzyr0/finetuning_llama2_on_runpod_how_to_increase_gpu/ | jl303 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jzyr0 | false | null | t3_15jzyr0 | /r/LocalLLaMA/comments/15jzyr0/finetuning_llama2_on_runpod_how_to_increase_gpu/ | false | false | self | 1 | null |
learning about LLAMA need help | 1 | [removed] | 2023-08-06T19:40:15 | https://www.reddit.com/r/LocalLLaMA/comments/15jyi6m/learning_about_llama_need_help/ | neo-gen-evan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jyi6m | false | null | t3_15jyi6m | /r/LocalLLaMA/comments/15jyi6m/learning_about_llama_need_help/ | false | false | self | 1 | null |
Has anybody managed to find a way of describing maps, floorplans, game grids, etc. to a LLM ? | 38 | I've been experimenting with simplified Binary Space Partitioning, or grids with "chess" coordinates, but the results are meh.
If anybody figured out a good reliable format of describing physical layout of both indoor and outdoor situations, I would be greatful if you can share. | 2023-08-06T18:34:34 | https://www.reddit.com/r/LocalLLaMA/comments/15jwvtz/has_anybody_managed_to_find_a_way_of_describing/ | staviq | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jwvtz | false | null | t3_15jwvtz | /r/LocalLLaMA/comments/15jwvtz/has_anybody_managed_to_find_a_way_of_describing/ | false | false | self | 38 | null |
Llama2 as a SPAM filter | 34 | Hi,
I am writing a plugin to enhance the famous SpamAssassin spam filter with LLMs. There are many cases where spam is not detected by SpamAssassin because it passes all rules and even their machine learning classifiers. However, any human being looking at the text will immediately know it is spam.
I did some quick ... | 2023-08-06T17:52:13 | https://www.reddit.com/r/LocalLLaMA/comments/15jvubj/llama2_as_a_spam_filter/ | InvertedYieldCurve | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jvubj | false | null | t3_15jvubj | /r/LocalLLaMA/comments/15jvubj/llama2_as_a_spam_filter/ | false | false | self | 34 | null |
Android app to interact with text-generation-webui and stable-diffusion-webui [github] | 28 | 2023-08-06T16:19:31 | https://v.redd.it/jaox49r3migb1 | frapastique | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15jtlj5 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/jaox49r3migb1/DASHPlaylist.mpd?a=1693930787%2CM2IwOTYxNDAyMDg0MzRiNDgxNmQ1ZTJjMzlkN2ZjYjlkMDA5ODgwMjFhYWM0NWIyODQ1NDExYzgzNTQyOTlmNQ%3D%3D&v=1&f=sd', 'duration': 60, 'fallback_url': 'https://v.redd.it/jaox49r3migb1/DASH_1080.mp4?source=fallback', 'h... | t3_15jtlj5 | /r/LocalLLaMA/comments/15jtlj5/android_app_to_interact_with_textgenerationwebui/ | false | false | 28 | {'enabled': False, 'images': [{'id': 'vFlw91nUV0iFlUGS0GXKxNLfeZwUBfWDyD-8lzpeI-g', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/fADpmg2CMAuyKQsNcI_ZNhwpdVOkSWubFv52lX5swBE.png?width=108&crop=smart&format=pjpg&auto=webp&s=c8882ee3d1855a552cf18cdbf47e8788cf8278fa', 'width': 108}, {'height': 4... | ||
LLAMA 2 thinks speaking Georgian is inappropriate and racist | 183 | 2023-08-06T15:20:48 | SilentFudge | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15js721 | false | null | t3_15js721 | /r/LocalLLaMA/comments/15js721/llama_2_thinks_speaking_georgian_is_inappropriate/ | false | false | 183 | {'enabled': True, 'images': [{'id': 'ROf1n8PoNFyFx2lTKS57jNywNgi3ge2sYwlWeoZFIvc', 'resolutions': [{'height': 55, 'url': 'https://preview.redd.it/b0vg31opbigb1.png?width=108&crop=smart&auto=webp&s=0fb039801d2784fd595824e1b805facbc3e7cdb4', 'width': 108}, {'height': 111, 'url': 'https://preview.redd.it/b0vg31opbigb1.png... | |||
Best way to send pictures to llms? | 17 | im currently using oobaboogas blip captioner through extensions and I want something that will describe pictures a little better does anyone have any tips or useful advice for me? | 2023-08-06T12:36:07 | https://www.reddit.com/r/LocalLLaMA/comments/15jol3b/best_way_to_send_pictures_to_llms/ | ElectricalAngle1611 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jol3b | false | null | t3_15jol3b | /r/LocalLLaMA/comments/15jol3b/best_way_to_send_pictures_to_llms/ | false | false | self | 17 | null |
Maybe donโt rename your company to the token most associated with โI donโt knowโ | 0 | Token optimization is the new SEO | 2023-08-06T12:19:05 | https://www.reddit.com/gallery/15jo8yl | mfish001188 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 15jo8yl | false | null | t3_15jo8yl | /r/LocalLLaMA/comments/15jo8yl/maybe_dont_rename_your_company_to_the_token_most/ | false | false | 0 | null | |
Maybe donโt name your company the most commonly used token representing โI donโt knowโ | 1 | Token optimization is the new SEO. | 2023-08-06T12:12:07 | https://www.reddit.com/gallery/15jo451 | mfish001188 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 15jo451 | false | null | t3_15jo451 | /r/LocalLLaMA/comments/15jo451/maybe_dont_name_your_company_the_most_commonly/ | false | false | 1 | null | |
Tesla P40 users - High context is achievable with GGML models + llama_HF loader | 60 | Just wanted to share that I've finally gotten reliable, repeatable "higher context" conversations to work with the P40. In the past I've been using GPTQ (Exllama) on my main system with the 3090, but this won't work with the P40 due to its lack of FP16 instruction acceleration.
So, using GGML models and the llama\_hf ... | 2023-08-06T10:14:50 | https://www.reddit.com/r/LocalLLaMA/comments/15jm3br/tesla_p40_users_high_context_is_achievable_with/ | CasimirsBlake | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jm3br | false | null | t3_15jm3br | /r/LocalLLaMA/comments/15jm3br/tesla_p40_users_high_context_is_achievable_with/ | false | false | self | 60 | {'enabled': False, 'images': [{'id': 'Mr81S77mGxXAcYypKfXGEyi5SzvBJfQA8YhHnBIsZHA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/3Fzl3Wt2ECj2QAWbDyX6YnV5IB7WvdWLL0h5YfMyiRA.jpg?width=108&crop=smart&auto=webp&s=02b4a8e9cca1d225785a17ddef10aa33f0272367', 'width': 108}, {'height': 116, 'url': 'h... |
What are your suggestions on hosting LLama2 for an enterprise? [commercial] | 14 | I am planning to implement a chatbot that will give answers based on the documents of a company. The main focus is that I am going to deploy whole processing chain offline i.e. training or finetuning, inference, and data processing etc. Due to data privacy, company wants nothing online at all.
For trial version, I am ... | 2023-08-06T08:33:14 | https://www.reddit.com/r/LocalLLaMA/comments/15jkf2h/what_are_your_suggestions_on_hosting_llama2_for/ | awaiss113 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jkf2h | false | null | t3_15jkf2h | /r/LocalLLaMA/comments/15jkf2h/what_are_your_suggestions_on_hosting_llama2_for/ | false | false | self | 14 | null |
LLM Comparison | 1 | [removed] | 2023-08-06T06:47:07 | https://www.reddit.com/r/LocalLLaMA/comments/15jin0f/llm_comparison/ | Nikunja___ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jin0f | false | null | t3_15jin0f | /r/LocalLLaMA/comments/15jin0f/llm_comparison/ | false | false | self | 1 | null |
What is LoRA actually? | 1 | [removed] | 2023-08-06T06:45:44 | https://www.reddit.com/r/LocalLLaMA/comments/15jim6a/what_is_lora_actually/ | Nikunja___ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jim6a | false | null | t3_15jim6a | /r/LocalLLaMA/comments/15jim6a/what_is_lora_actually/ | false | false | self | 1 | null |
M2 Max for llama 2 13b inference server? | 11 | Hello, I am looking at a M2 Max (38 GPU Cores) Mac Studio with 64 gigs of ram to run interference on llama 2 13b. Would this be a good option for tokens per second, or would there be something better? Also is llama.cpp the best software to run on the Mac with its Metal support?
​
Thanks! | 2023-08-06T06:43:55 | https://www.reddit.com/r/LocalLLaMA/comments/15jil27/m2_max_for_llama_2_13b_inference_server/ | techpro864 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jil27 | false | null | t3_15jil27 | /r/LocalLLaMA/comments/15jil27/m2_max_for_llama_2_13b_inference_server/ | false | false | self | 11 | null |
Fine tuning speeds vs 3090 | 8 | Has anyone measured how much faster are some other cards at LoRA fine tuning (eg 13B llama) compared to 3090?
- 4090
- A6000
- A6000 Ada
- A100-40B
I have 3090s for 4-bit LoRA fine tuning and am starting to be interested in faster hardware. | 2023-08-06T06:04:27 | https://www.reddit.com/r/LocalLLaMA/comments/15jhx6k/fine_tuning_speeds_vs_3090/ | xynyxyn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jhx6k | false | null | t3_15jhx6k | /r/LocalLLaMA/comments/15jhx6k/fine_tuning_speeds_vs_3090/ | false | false | self | 8 | null |
Tutorial to install CUDA for RTX 3050? | 1 | I cannot run Oobabooga and I always encounter error like torch is not installed with CUDA or something.
Anyone knows any guide how to properly setup RTX 3050 for text generation?
Thank you in advance. | 2023-08-06T05:05:12 | https://www.reddit.com/r/LocalLLaMA/comments/15jgvuc/tutorial_to_install_cuda_for_rtx_3050/ | leo-the-great | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jgvuc | false | null | t3_15jgvuc | /r/LocalLLaMA/comments/15jgvuc/tutorial_to_install_cuda_for_rtx_3050/ | false | false | self | 1 | null |
Where would one host Llama (2)? (Commercial) | 44 | Hi guys.
I am planning on beginning to train a version of Llama 2 to my needs.
I have a local machine with i7 4th Gen. Radeon 7600 8 GB. I have no budget, and I need to do this.
I have absolutely not the slightest clue what I am doing but here is to everything that comes after today.
My question is, once I am done... | 2023-08-06T03:05:15 | https://www.reddit.com/r/LocalLLaMA/comments/15jen3o/where_would_one_host_llama_2_commercial/ | shakespear94 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jen3o | false | null | t3_15jen3o | /r/LocalLLaMA/comments/15jen3o/where_would_one_host_llama_2_commercial/ | false | false | self | 44 | null |
Llama.cpp with 13B is hallucinating in my domain? | 7 | I have been experimenting with Llama2 locally and I started asking it things that I actually can judge whether it is correct or not. This is not correct output (the last 2 prompts below did not produce valid FHIR and were misinformed about what a FHIR Patient is (it is only demographics). I tried to to tweak the pro... | 2023-08-06T00:35:27 | https://www.reddit.com/r/LocalLLaMA/comments/15jbmil/llamacpp_with_13b_is_hallucinating_in_my_domain/ | fhirflyer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jbmil | false | null | t3_15jbmil | /r/LocalLLaMA/comments/15jbmil/llamacpp_with_13b_is_hallucinating_in_my_domain/ | false | false | self | 7 | null |
StableLM-Alpha-V2 3B and 7B released, trained on 1.1T tokens. | 98 | 2023-08-06T00:24:43 | https://github.com/Stability-AI/StableLM | pokeuser61 | github.com | 1970-01-01T00:00:00 | 0 | {} | 15jbe3r | false | null | t3_15jbe3r | /r/LocalLLaMA/comments/15jbe3r/stablelmalphav2_3b_and_7b_released_trained_on_11t/ | false | false | 98 | {'enabled': False, 'images': [{'id': 'EqeGhDk7wYAIyVZVza87x-J5MbNcQ9Ibv6IpfHctP14', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/XR1XZ7AcT-Z0aamqxw1VStLiqu-Qj0tRSbqNd-p4JRY.jpg?width=108&crop=smart&auto=webp&s=094aae81bc6b32dd9eb4be5434a835bf6632b9e0', 'width': 108}, {'height': 108, 'url': 'h... | ||
Problem Updating Oobabooga Installed on External Drive | 2 | When I try to update Oobabooga installed on G drive, a nonsystem drive, I get this kind of error message.
"G:/oobabooga\_windows\_08062023/oobabooga\_windows/installer\_files/pip-req-build-igr9ong4' is on a file system that does not record ownership
To add an exception for this directory, call: git config --globa... | 2023-08-06T00:15:37 | https://www.reddit.com/r/LocalLLaMA/comments/15jb6vt/problem_updating_oobabooga_installed_on_external/ | statingwindow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jb6vt | false | null | t3_15jb6vt | /r/LocalLLaMA/comments/15jb6vt/problem_updating_oobabooga_installed_on_external/ | false | false | self | 2 | null |
Evaluation loss increases when training Guanaco | 38 | I am probably not the only one who noticed that evaluation loss increases after a few epochs when using QLoRA to finetune Llamas on conversational data. Wondering how long one could ignore the rise in loss and continue training, I did a benchmark.
The latest MT Bench (GPT-4 based evaluation, claimed 80+% agreement wi... | 2023-08-06T00:05:26 | https://www.reddit.com/r/LocalLLaMA/comments/15jaywk/evaluation_loss_increases_when_training_guanaco/ | HatEducational9965 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jaywk | false | null | t3_15jaywk | /r/LocalLLaMA/comments/15jaywk/evaluation_loss_increases_when_training_guanaco/ | false | false | 38 | {'enabled': False, 'images': [{'id': 'JKUJLtSlwkv4ZIGxAPgPzZY6OuVnwhiUoVaEgXS-Ad8', 'resolutions': [{'height': 42, 'url': 'https://external-preview.redd.it/QKbaMpHHGHaWscQLKt86PVj3JQ10G_4KOq5TmWw4hGY.jpg?width=108&crop=smart&auto=webp&s=7cac0162ac531306de0042f6db0851640fadcdbc', 'width': 108}, {'height': 84, 'url': 'ht... | |
A beginner who is looking for other ways to use llms | 14 | I've a simple chat ui (CLI) for command line.
Requirements: modern CPU with 6+ cores, 32GB RAM, OpenBLAS + koboldcpp.
It can communicate with a local koboldcpp or a remote runpod instance.
It can also:
* import a tavernai (webp) character
* import tavernai's room / chatlog
* connect to multiple koboldcpp through ... | 2023-08-06T00:03:01 | https://www.reddit.com/r/LocalLLaMA/comments/15jawyp/a_beginner_who_is_looking_for_other_ways_to_use/ | justynasty | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15jawyp | false | null | t3_15jawyp | /r/LocalLLaMA/comments/15jawyp/a_beginner_who_is_looking_for_other_ways_to_use/ | false | false | self | 14 | null |
Start-ups in Local LLM | 0 | It's now possible to truly have your own unbiased AI assistant that is no one else's but yours! Just this simple selling point should be enough for start-ups to jump on this, but the only startup I've seen that is serving local integration is Tiny Corp by George Hotz. (Check Him Out!) Why do you guys follow this commu... | 2023-08-05T23:25:35 | https://www.reddit.com/r/LocalLLaMA/comments/15ja2uq/startups_in_local_llm/ | PigWedgion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ja2uq | false | null | t3_15ja2uq | /r/LocalLLaMA/comments/15ja2uq/startups_in_local_llm/ | false | false | self | 0 | null |
llama-2-70b-chat model running continuously | 7 | I can run the 7b and 13b models with no issue. However, when attempting to run the 70b versions, the model loads and then runs on the GPUs at 100% forever. No errors, just runs continuously.
torchrun --nproc_per_node 8 example_chat_completion.py --ckpt_dir llama-2-70b-chat/ --tokenizer_path tokenizer.model --... | 2023-08-05T23:22:47 | https://www.reddit.com/r/LocalLLaMA/comments/15ja0mz/llama270bchat_model_running_continuously/ | _daddylonglegz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ja0mz | false | null | t3_15ja0mz | /r/LocalLLaMA/comments/15ja0mz/llama270bchat_model_running_continuously/ | false | false | self | 7 | null |
Advice on where to start | 2 | I asked this question to chat gpt 4 and it have an answer but I don't know where to start so I want to ask here and hope for advisement:
If I was trying to design an AI setup for trading stocks and options as one use to interpret data and develop strategies and secondly as a personal AI for my 2 year old daughter tha... | 2023-08-05T23:10:15 | https://www.reddit.com/r/LocalLLaMA/comments/15j9qil/advice_on_where_to_start/ | Seronkseronk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15j9qil | false | null | t3_15j9qil | /r/LocalLLaMA/comments/15j9qil/advice_on_where_to_start/ | false | false | self | 2 | null |
The ways to train conversational language model or chat model. What is the template to train a interactive chatbot for ORCA dataset? | 1 | [removed] | 2023-08-05T22:53:43 | https://www.reddit.com/r/LocalLLaMA/comments/15j9coe/the_ways_to_train_conversational_language_model/ | dungduong16 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15j9coe | false | null | t3_15j9coe | /r/LocalLLaMA/comments/15j9coe/the_ways_to_train_conversational_language_model/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'PVvkKvkDFvHzNVO6GsOKvqBayJrtELtPRA80qzZg8kY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/JFgdLnj6uxaVXIlggQWE0HPvIhwAawbbjH-EBSFUwDE.jpg?width=108&crop=smart&auto=webp&s=44bfb6288e553d23a79c16441268211c0db6c774', 'width': 108}, {'height': 116, 'url': 'h... |
Formatting Training Data for Fiction Generation? | 1 | If I want to fine-tune a model to generate fiction, how should I format my training data? In this case it is a half written novel. | 2023-08-05T22:02:59 | https://www.reddit.com/r/LocalLLaMA/comments/15j85eh/formatting_training_data_for_fiction_generation/ | Mbando | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15j85eh | false | null | t3_15j85eh | /r/LocalLLaMA/comments/15j85eh/formatting_training_data_for_fiction_generation/ | false | false | self | 1 | null |
Looking for RP 3B / 2.7B models | 5 | Exist a version of Erebus, Pygmalion or something similar model of 3B or 2.7B that I can use in llama.cpp?
I can't be able to run the 7B version of Llama. So far I've been able to run open llama 3B. | 2023-08-05T21:17:14 | https://www.reddit.com/r/LocalLLaMA/comments/15j707q/looking_for_rp_3b_27b_models/ | Alexis212s | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15j707q | false | null | t3_15j707q | /r/LocalLLaMA/comments/15j707q/looking_for_rp_3b_27b_models/ | false | false | self | 5 | null |
The Quest to Have Endless Conversations with Llama and ChatGPT ๐ฃ๏ธ๐ฆ๐ค๐ฌ | 6 | 2023-08-05T20:50:41 | https://medium.com/@joaolages/the-quest-to-have-endless-conversations-with-llama-and-chatgpt-%EF%B8%8F-81360b9b34b2 | JClub | medium.com | 1970-01-01T00:00:00 | 0 | {} | 15j6cre | false | null | t3_15j6cre | /r/LocalLLaMA/comments/15j6cre/the_quest_to_have_endless_conversations_with/ | false | false | 6 | {'enabled': False, 'images': [{'id': 'Bd2tKVhk26ts2G8Ag4O6orZvv4fbvZNAF7Q03ikzADQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/CTypdu0BQ5FGyzkfIBDvKm4lV45PMJGwwkvJ9hxNRw4.jpg?width=108&crop=smart&auto=webp&s=ba96a68eba2babade967b840ab3c1d89e134154e', 'width': 108}, {'height': 108, 'url': 'h... | ||
MoEM > MoE? | 6 | I am very much in the beginner category of wrangling LLMs and other AI types, but I have the framework of an idea. I'd love to hear any comments or criticism, if anyone knows that this has already been tried, or which fundamental principles i could be misinterpreting/misunderstanding.
Could we take the GPT4 architectu... | 2023-08-05T19:19:59 | https://www.reddit.com/r/LocalLLaMA/comments/15j45a7/moem_moe/ | Only-Offer4234 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15j45a7 | false | null | t3_15j45a7 | /r/LocalLLaMA/comments/15j45a7/moem_moe/ | false | false | self | 6 | null |
[Request] Updated benchmark numbers for 7900xt/x ? | 11 | 7900xtx for **llamacpp/koboldcpp (CLBlast)** or **exllama(ROCm-HIP)** or **vLLM(idk if amd gfx is supported)** or **whatever other inference software you use**. Please let me know of more projects i haven't heard of yet.
So. Help me make an informed decision. **Are you running 7900xtx for local llama? What's your e... | 2023-08-05T18:57:51 | https://www.reddit.com/r/LocalLLaMA/comments/15j3lzw/request_updated_benchmark_numbers_for_7900xtx/ | windozeFanboi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15j3lzw | false | null | t3_15j3lzw | /r/LocalLLaMA/comments/15j3lzw/request_updated_benchmark_numbers_for_7900xtx/ | false | false | self | 11 | null |
What are the variables to take into account to calculate the best model that fit in my hardware? | 35 | Ok, I installed oobabooga and I have to download a model to start getting into this LLM world.
I started looking for a model to try on hugginface. I ideally search an Argentine or Latin Spanish model, but an English model also works for me.
I cannot understand among so many models and sizes which is best for the har... | 2023-08-05T16:53:28 | https://www.reddit.com/r/LocalLLaMA/comments/15j0mvm/what_are_the_variables_to_take_into_account_to/ | joaco84 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15j0mvm | false | null | t3_15j0mvm | /r/LocalLLaMA/comments/15j0mvm/what_are_the_variables_to_take_into_account_to/ | false | false | self | 35 | null |
Preferred way to integrate into a new UI? | 6 | I've been working on an open source app for LLM power users, spending a lot of time on the UI and overall "quality of life" features that ChatGPT and the likes of gradio don't offer out of the box.
Question for you: Right now it's OpenAI only, but I want to change that by offering integration options for other local m... | 2023-08-05T16:52:54 | https://www.reddit.com/r/LocalLLaMA/comments/15j0mdn/preferred_way_to_integrate_into_a_new_ui/ | BlindingLT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15j0mdn | false | null | t3_15j0mdn | /r/LocalLLaMA/comments/15j0mdn/preferred_way_to_integrate_into_a_new_ui/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'C_FfafjN8qeHhNfdkX8eP2RZrXAdBCmkDPRCdfncjig', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/o7nTEfQC3b_uAS_8bm0V7a8t2TD_GIKfJyZo4F1qdy8.jpg?width=108&crop=smart&auto=webp&s=524c9c73c66cfc736217af354749fd4c9182984a', 'width': 108}, {'height': 108, 'url': 'h... |
How to run local models on the cloud | 32 | Hello, I wanted to make a guide on how to run local models on the cloud, for people who want to test, but don't have the right hardware (like me). I will be using Vast in this guide, but Runpod will work too. (This will have you using Ooga Booga Text Generation Web UI. Let me know if you want a guide for KoboldAI too.)... | 2023-08-05T16:14:13 | https://www.reddit.com/r/LocalLLaMA/comments/15izoxk/how_to_run_local_models_on_the_cloud/ | kotykd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15izoxk | false | null | t3_15izoxk | /r/LocalLLaMA/comments/15izoxk/how_to_run_local_models_on_the_cloud/ | false | false | 32 | null | |
running vicuna models serverless on banana: sharing my templates for community use | 31 | hey. i am running the vicuna model family serverless on banana. wanted to share the templates in case anyone else feels the need to do so๐.
\[vicuna-7b\](https://github.com/yachty66/demo-vicuna-7b)
\[vicuna-13b\](https://github.com/yachty66/demo-vicuna-13b)
\[vicuna-33b\](https://github.com/yachty66/demo-vicuna-... | 2023-08-05T15:16:34 | https://www.reddit.com/r/LocalLLaMA/comments/15iyacr/running_vicuna_models_serverless_on_banana/ | yachty66 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15iyacr | false | null | t3_15iyacr | /r/LocalLLaMA/comments/15iyacr/running_vicuna_models_serverless_on_banana/ | false | false | self | 31 | {'enabled': False, 'images': [{'id': 'nkcL1-qWvpPw_u6jENaoK_t-7_GgyyAy59AwbnvGZ3c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/fY7-pWqYH9HaliwFObOgo0DvAVfe7g8nWy9WP27l1ss.jpg?width=108&crop=smart&auto=webp&s=e0f0de2b2f67cbe0c90b7b0aba14b69651d6351f', 'width': 108}, {'height': 108, 'url': 'h... |
How does the HF leaderboard work? | 5 | A lot of models are tuned to have specific prompt formats.
When I go to the model submission page in HF leaderboard, I donโt see anywhere where you specify the prompt format.
So how does the evaluation know what format to use? | 2023-08-05T14:58:35 | https://www.reddit.com/r/LocalLLaMA/comments/15ixu4y/how_does_the_hf_leaderboard_work/ | Tasty-Lobster-8915 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ixu4y | false | null | t3_15ixu4y | /r/LocalLLaMA/comments/15ixu4y/how_does_the_hf_leaderboard_work/ | false | false | self | 5 | null |
Any feedback using a i9-13900hx and 4090 mobile? | 5 | I know, I know laptops are slow, but I travel a lot..
Anyway I'm wondering what sort of speed I could get with this setup:
I9-13900hx 8 p-core 2.20ghz/5.40ghz 6 e-core 1.70ghz/3.60ghz 32 threads total
Ddr5 5600mhz max bandwidth 89 gb/s
This seems like a crazy cpu for a laptop
And a 4090 with 16gb ggr6 576gb/s 9728 cu... | 2023-08-05T14:52:30 | https://www.reddit.com/r/LocalLLaMA/comments/15ixp1j/any_feedback_using_a_i913900hx_and_4090_mobile/ | No_Afternoon_4260 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ixp1j | false | null | t3_15ixp1j | /r/LocalLLaMA/comments/15ixp1j/any_feedback_using_a_i913900hx_and_4090_mobile/ | false | false | self | 5 | null |
Trying to load togethercomputer_LLaMA-2-7B-32K with fully loaded context but it OOMs, but I should have enough VRAM? | 12 | Using text-generation-webui API through Sillytavern to actually be able to send more than 16k of context.
I start running out of memory at about 15k context on a single 80gb card, so I added a second 80gb and I can see that the VRAM of both cards is actually being used, but I'm not able to actually add any context pa... | 2023-08-05T14:18:00 | https://www.reddit.com/r/LocalLLaMA/comments/15iwvqj/trying_to_load_togethercomputer_llama27b32k_with/ | tenmileswide | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15iwvqj | false | null | t3_15iwvqj | /r/LocalLLaMA/comments/15iwvqj/trying_to_load_togethercomputer_llama27b32k_with/ | false | false | self | 12 | null |
What is the best way to run local LLM in another language than English? | 11 | Hi folks,
I wonder what is the most optimal way for me to run a local LLM that can make responses in preffered language? In my case Norwegian. I want to develop a local system that can scan my docs (that are originally written in Norwegian) and give me response in Norwegian as well.
Thanks in advance! | 2023-08-05T13:37:06 | https://www.reddit.com/r/LocalLLaMA/comments/15ivxl5/what_is_the_best_way_to_run_local_llm_in_another/ | Calm-Cap-1480 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ivxl5 | false | null | t3_15ivxl5 | /r/LocalLLaMA/comments/15ivxl5/what_is_the_best_way_to_run_local_llm_in_another/ | false | false | self | 11 | null |
How we can get the access of llama 2 API key? | 0 | I want to use llama 2 model in my application but doesn't know where I can get API key which i can use in my application.
I know we can host model private instance but it's doesn't fit in my requirement, i just want to make 500 to 1000 request every day. So for that it's doesn't make any sense of me to deploy private... | 2023-08-05T12:04:41 | https://www.reddit.com/r/LocalLLaMA/comments/15itz6u/how_we_can_get_the_access_of_llama_2_api_key/ | Prashant_4200 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15itz6u | false | null | t3_15itz6u | /r/LocalLLaMA/comments/15itz6u/how_we_can_get_the_access_of_llama_2_api_key/ | false | false | self | 0 | null |
Fine-Tuning LLaMA 2 7b q4 GGML? | 10 | So I got LLaMA 2 7b q4 GGML inference running on some systems, works well enough. Using Koboldcpp.
I'd like to fine-tune the model, and I'm trying to figure out how to go about doing this...there are a lot of methods (LORA etc) so I'm a little confused. I'm fine with the default context lengths etc
1. the process: S... | 2023-08-05T11:58:44 | https://www.reddit.com/r/LocalLLaMA/comments/15itul5/finetuning_llama_2_7b_q4_ggml/ | noellarkin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15itul5 | false | null | t3_15itul5 | /r/LocalLLaMA/comments/15itul5/finetuning_llama_2_7b_q4_ggml/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'NYy7vS_DCF7ziYozZI5NewU4mrQpjLxWwJIEeoOeoTE', 'resolutions': [{'height': 66, 'url': 'https://external-preview.redd.it/_9syY01yJIJrp0yKlHYQtp3ZiCXO2_-fNjsDLCStuhc.jpg?width=108&crop=smart&auto=webp&s=4768a7f3ce8e98b65ec2928dd27be69d13817653', 'width': 108}, {'height': 133, 'url': 'h... |
Help for set Llama.cpp public | 1 | Hi I would like to put llama.cpp public, every time I start it i gave me this output:
To create a public link, set share=True in launch()."
where is the file with that option?
Thanks | 2023-08-05T11:54:40 | https://www.reddit.com/r/LocalLLaMA/comments/15itrt5/help_for_set_llamacpp_public/ | HackintoshWITHoMEN30 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15itrt5 | false | null | t3_15itrt5 | /r/LocalLLaMA/comments/15itrt5/help_for_set_llamacpp_public/ | false | false | self | 1 | null |
Transformer implementation - help | 1 | [removed] | 2023-08-05T11:40:16 | https://www.reddit.com/r/LocalLLaMA/comments/15ithtd/transformer_implementation_help/ | 04RR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ithtd | false | null | t3_15ithtd | /r/LocalLLaMA/comments/15ithtd/transformer_implementation_help/ | false | false | self | 1 | null |
Comparing Linear Rope Scaling vs NTK Scaling for 8K Superhot and Hermes-LLongMA-2 8K Models | 60 | I have done quite a few tests with models that have been finetuned with linear rope scaling, like the 8K superhot models and now also with the hermes-llongma-2-13b-8k.ggmlv3.q4\_K\_S.bin model.
My GPU has 16GB VRAM, which allows me to run 13B q4\_0 or q4\_K\_S models entirely on the GPU with 8K context using koboldc... | 2023-08-05T11:12:16 | https://www.reddit.com/r/LocalLLaMA/comments/15isyyo/comparing_linear_rope_scaling_vs_ntk_scaling_for/ | mll59 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15isyyo | false | null | t3_15isyyo | /r/LocalLLaMA/comments/15isyyo/comparing_linear_rope_scaling_vs_ntk_scaling_for/ | false | false | self | 60 | null |
What exactly is it that makes Llama 2 better than Llama? | 1 | [removed] | 2023-08-05T10:27:42 | https://www.reddit.com/r/LocalLLaMA/comments/15is5t3/what_exactly_is_it_that_makes_llama_2_better_than/ | crono760 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15is5t3 | false | null | t3_15is5t3 | /r/LocalLLaMA/comments/15is5t3/what_exactly_is_it_that_makes_llama_2_better_than/ | false | false | self | 1 | null |
Help wanted with a project | 0 | I have been tasked with researching the use of a Large Language Model as a knowledge base for my company. I aim to implement the most capable model possible, so I would appreciate any recommendations on hardware and AI models that would be suitable. Specifically, what hardware specifications - such as GPUs, CPUs, and m... | 2023-08-05T10:22:36 | https://www.reddit.com/r/LocalLLaMA/comments/15is2it/help_wanted_with_a_project/ | Rear-gunner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15is2it | false | null | t3_15is2it | /r/LocalLLaMA/comments/15is2it/help_wanted_with_a_project/ | false | false | self | 0 | null |
Llama.cpp and llama II models | 1 | I downloaded several models including:
airoboros-l2-70b-gpt4-m2.0.ggmlv3.q5_K_S.bin
llama2_70b_chat_uncensored.ggmlv3.q5_K_S.bin
llama-2-70b.ggmlv3.q6_K.bin
All of them are giving me the same error:
error loading model: llama.cpp: tensor 'layers.0.attention.wk.weight' has wrong shape; expected 8192 x 8192, got 81... | 2023-08-05T10:11:09 | https://www.reddit.com/r/LocalLLaMA/comments/15irvgz/llamacpp_and_llama_ii_models/ | Red_Redditor_Reddit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15irvgz | false | null | t3_15irvgz | /r/LocalLLaMA/comments/15irvgz/llamacpp_and_llama_ii_models/ | false | false | self | 1 | null |
What presets are good for Llama 2 on ooba's text-generation-webui | 31 | I've always used Midnight Enigma for Llama 1 but I'm not sure if there is a better option for 2. I almost always get the same response whenever I regenerate text so I'm looking for a better option. | 2023-08-05T08:58:20 | https://www.reddit.com/r/LocalLLaMA/comments/15iql9c/what_presets_are_good_for_llama_2_on_oobas/ | yeoldecoot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15iql9c | false | null | t3_15iql9c | /r/LocalLLaMA/comments/15iql9c/what_presets_are_good_for_llama_2_on_oobas/ | false | false | self | 31 | null |
Unsupervised training of llama 2. | 19 | Hi all. I've explored many fine tuning techniques of llama 2, but all of them require the training data to be in a chat template. But I just want to fine tune it using the raw corpus. Is there any way to do it? | 2023-08-05T07:02:07 | https://www.reddit.com/r/LocalLLaMA/comments/15iols7/unsupervised_training_of_llama_2/ | zaid-70 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15iols7 | false | null | t3_15iols7 | /r/LocalLLaMA/comments/15iols7/unsupervised_training_of_llama_2/ | false | false | self | 19 | null |
Llama2 โ7b storytelling/novel model? | 9 | Yes, I know this is a very specific request, but Iโm wondering if such a thing exists yet? Iโm on a 2060 so anything 13b+ would probably be too slow/large | 2023-08-05T06:56:37 | https://www.reddit.com/r/LocalLLaMA/comments/15ioia8/llama2_7b_storytellingnovel_model/ | kotobdev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ioia8 | false | null | t3_15ioia8 | /r/LocalLLaMA/comments/15ioia8/llama2_7b_storytellingnovel_model/ | false | false | self | 9 | null |
Any way to train or otherwise tune a local model on a collection of EPUB files? | 9 | I have a collection of ebooks in EPUB format which I'd like to use as data for a conversational model. I'm vaguely aware of some methods of tuning local models, but I'm curious about firstly which method might work best for this use case, and second how I would go about specifically using EPUB files. In terms of tech I... | 2023-08-05T06:09:46 | https://www.reddit.com/r/LocalLLaMA/comments/15inpdu/any_way_to_train_or_otherwise_tune_a_local_model/ | v00d00_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15inpdu | false | null | t3_15inpdu | /r/LocalLLaMA/comments/15inpdu/any_way_to_train_or_otherwise_tune_a_local_model/ | false | false | self | 9 | null |
Is there AI for that? Ask this bot trained on 4,000+ AI tools | 2 | 2023-08-05T03:58:26 | https://gpte.ai | Slow_Interest_1273 | gpte.ai | 1970-01-01T00:00:00 | 0 | {} | 15il9wc | false | null | t3_15il9wc | /r/LocalLLaMA/comments/15il9wc/is_there_ai_for_that_ask_this_bot_trained_on_4000/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'I-JC_zUwxE9jB5ZKSS9kp74Nu-jf33W0Safboo0oLzE', 'resolutions': [{'height': 73, 'url': 'https://external-preview.redd.it/ErQZMe0fLN5c9-r9tK2RssQOaiaxq5PiAJfSOaTP-kM.jpg?width=108&crop=smart&auto=webp&s=ca3f3181427ca127156c75d4cea053c40a96bcd1', 'width': 108}, {'height': 146, 'url': 'h... | ||
Suggested machine configuration for llm training and inference | 3 | Hello all,
I would like to know what are the cloud options that I can use for llm training and inference ( faster inference). I might be using mostly 3b and 7b models rarely 40b models. Lambda labs seems to be a good option of that which one seems cost affordable? Or any other cloud service? Help is appreciated. | 2023-08-05T03:56:32 | https://www.reddit.com/r/LocalLLaMA/comments/15il8l5/suggested_machine_configuration_for_llm_training/ | s1lv3rj1nx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15il8l5 | false | null | t3_15il8l5 | /r/LocalLLaMA/comments/15il8l5/suggested_machine_configuration_for_llm_training/ | false | false | self | 3 | null |
Could llama.cpp be ran on an Oracle Cloud server? | 2 | Oracle Cloud has virtual machines with a 4 core ARM cpu alongside 24gb of ram. Is it possible to use it to run llama.cpp or is the CPU too weak? Also, how can I train a llama model on 100m rows of data for free and use that trained model with llama.cpp? | 2023-08-05T02:22:34 | https://www.reddit.com/r/LocalLLaMA/comments/15ijcdu/could_llamacpp_be_ran_on_an_oracle_cloud_server/ | FormerAccident | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ijcdu | false | null | t3_15ijcdu | /r/LocalLLaMA/comments/15ijcdu/could_llamacpp_be_ran_on_an_oracle_cloud_server/ | false | false | self | 2 | null |
Tips for setting up a LLM stand up comedy show? | 1 | [removed] | 2023-08-05T02:10:26 | https://www.reddit.com/r/LocalLLaMA/comments/15ij3gs/tips_for_setting_up_a_llm_stand_up_comedy_show/ | vrsvrsvrs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ij3gs | false | null | t3_15ij3gs | /r/LocalLLaMA/comments/15ij3gs/tips_for_setting_up_a_llm_stand_up_comedy_show/ | false | false | self | 1 | null |
Using โBadโ examples for instruction fine tuning with llama2 | 15 | Hello!
I have a question that I hope others can help me with. I have been very successful at training llama2 using techniques outlined by Phil Schmid and others.
The general technique is:
def format_instruction(sample):
return f"""### Instruction:
Use the Input below to create an instruction, which could have been... | 2023-08-05T02:06:55 | https://www.reddit.com/r/LocalLLaMA/comments/15ij0xn/using_bad_examples_for_instruction_fine_tuning/ | tantan1187 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ij0xn | false | null | t3_15ij0xn | /r/LocalLLaMA/comments/15ij0xn/using_bad_examples_for_instruction_fine_tuning/ | false | false | self | 15 | null |
Llama.cpp + GGML | 23 | Anyone using Llama.cpp and the GGML Lama2 models from the Bloke on HF, I would like to know your feedback on performance. My experience has been pretty good so far, but maybe not as good as some of the videos I have seen. I am wondering if anyone has any tricks to accelerate the response.
I run it like :
`./main -... | 2023-08-05T01:41:12 | https://www.reddit.com/r/LocalLLaMA/comments/15iihlp/llamacpp_ggml/ | fhirflyer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15iihlp | false | null | t3_15iihlp | /r/LocalLLaMA/comments/15iihlp/llamacpp_ggml/ | false | false | self | 23 | null |
Is it reasonable to expect LLMs will get the Doom treatment and be able to run on (just about) anything in the future? | 98 | I know it sounds crazy but could it be possible?
Would be great for poorer nations, fact-checking claims by shady companies, etc. I ask because I read articles about LLMs soon coming to phones...which is nuts in and of itself. | 2023-08-05T01:32:25 | https://www.reddit.com/r/LocalLLaMA/comments/15iiasp/is_it_reasonable_to_expect_llms_will_get_the_doom/ | JebryyathHS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15iiasp | false | null | t3_15iiasp | /r/LocalLLaMA/comments/15iiasp/is_it_reasonable_to_expect_llms_will_get_the_doom/ | false | false | self | 98 | null |
Do I need the tokenizer and other files with the ggml to run it optimally on kobold.cpp? | 1 | As title suggests, I'm not sure if I'm doing this right. I've just been only keeping the ggml file to run the models locally. Do I actually need the other files in the folder? | 2023-08-04T23:58:33 | https://www.reddit.com/r/LocalLLaMA/comments/15ig7cj/do_i_need_the_tokenizer_and_other_files_with_the/ | ssrcrossing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ig7cj | false | null | t3_15ig7cj | /r/LocalLLaMA/comments/15ig7cj/do_i_need_the_tokenizer_and_other_files_with_the/ | false | false | self | 1 | null |
Fine tune llama 70b chat possible? | 7 | Hey all! I have a simple RAG based application - doing vanilla vector search + question answering based on vector search results. Things are great, BUT - when the RAG does not contain the information required to answer the question, LLAMA simply would not say "I dont know" despite prompt pleading and prompt begging. It... | 2023-08-04T23:50:44 | https://www.reddit.com/r/LocalLLaMA/comments/15ig0u1/fine_tune_llama_70b_chat_possible/ | Ok-Contribution9043 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ig0u1 | false | null | t3_15ig0u1 | /r/LocalLLaMA/comments/15ig0u1/fine_tune_llama_70b_chat_possible/ | false | false | self | 7 | null |
Vector search for semantic matching - chunking question | 1 | [removed] | 2023-08-04T23:19:34 | https://www.reddit.com/r/LocalLLaMA/comments/15ifa2t/vector_search_for_semantic_matching_chunking/ | Alert_Record5063 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ifa2t | false | null | t3_15ifa2t | /r/LocalLLaMA/comments/15ifa2t/vector_search_for_semantic_matching_chunking/ | false | false | self | 1 | null |
Can I fine tune llama 70b chat? | 1 | [removed] | 2023-08-04T23:15:17 | https://www.reddit.com/r/LocalLLaMA/comments/15if6f8/can_i_fine_tune_llama_70b_chat/ | Alert_Record5063 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15if6f8 | false | null | t3_15if6f8 | /r/LocalLLaMA/comments/15if6f8/can_i_fine_tune_llama_70b_chat/ | false | false | self | 1 | null |
FYI GGML Llama-2 Airoboros(LlamaCppModel object has no attribute 'model'.) | 22 | I noticed that the error some people are getting is because the yaml file is looking for a REGEX that matches llama-2 and the pre-quantized version from hugging face doesn't have that in its name. I changed the -l2- to -llama-2- in the name and it started working.
from config.yaml:
.\*llama.\*70b.\*ggml.\*\\.bin:
... | 2023-08-04T22:26:20 | https://www.reddit.com/r/LocalLLaMA/comments/15idzn4/fyi_ggml_llama2_airoborosllamacppmodel_object_has/ | Tasty-Attitude-7893 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15idzn4 | false | null | t3_15idzn4 | /r/LocalLLaMA/comments/15idzn4/fyi_ggml_llama2_airoborosllamacppmodel_object_has/ | false | false | self | 22 | null |
Anyone else getting constant chat context resets with the greeting repeated? | 15 | Not sure if I'm doing something wrong as instruct mode works wonderfully with long responses. But for some reason chat mode no longer seems to work well for me despite it working well in the past. Essentially what seems to happen is within a few exchanges, the model abruptly loses context and repeats the greeting messa... | 2023-08-04T22:23:10 | https://www.reddit.com/r/LocalLLaMA/comments/15idwu9/anyone_else_getting_constant_chat_context_resets/ | trusty20 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15idwu9 | false | null | t3_15idwu9 | /r/LocalLLaMA/comments/15idwu9/anyone_else_getting_constant_chat_context_resets/ | false | false | self | 15 | null |
Local, open models and inference key to intellectual diversity | 11 | 2023-08-04T22:01:13 | https://medium.com/@cliff.smyth/large-language-models-tools-for-accessing-human-intelligence-not-artificial-intelligence-dff7d0549f20 | bidet_enthusiast | medium.com | 1970-01-01T00:00:00 | 0 | {} | 15idcmv | false | null | t3_15idcmv | /r/LocalLLaMA/comments/15idcmv/local_open_models_and_inference_key_to/ | false | false | 11 | {'enabled': False, 'images': [{'id': '34fpJhE76DX2ggBkYYxIOW2a51i8hovLoV6lY81OkkM', 'resolutions': [{'height': 144, 'url': 'https://external-preview.redd.it/iR-YRh9ib6hKPfiEkskuMVZ5ieG5ufdunJsqAq1O-bs.jpg?width=108&crop=smart&auto=webp&s=1ede79d8d6a454b7627e14c37b3d477a1c7a788a', 'width': 108}, {'height': 288, 'url': '... | ||
I have a 3090, was going to buy a second vs buying a 4090, as it's 1100 vs 1600 and I only care about having 48gb memory for LLM/stable diffusion/3d rendering. Bad idea? | 6 | Will this let me load 70b models into gpu entirely? | 2023-08-04T21:41:19 | https://www.reddit.com/r/LocalLLaMA/comments/15ictwc/i_have_a_3090_was_going_to_buy_a_second_vs_buying/ | countrycruiser | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ictwc | false | null | t3_15ictwc | /r/LocalLLaMA/comments/15ictwc/i_have_a_3090_was_going_to_buy_a_second_vs_buying/ | false | false | self | 6 | null |
So bad.... Startcoder with it's own prompt | 0 | To be fair, even Bard gets this incorrect.
Try this prompt:
The bakers at the Beverly Hills Bakery baked 200 loaves of bread on Monday morning. They sold 93 loaves in the morning and 39 loaves in the afternoon. A grocery store returned 6 unsold loaves. How many loaves of bread did they have left?
It's incredible ho... | 2023-08-04T21:23:42 | https://www.reddit.com/r/LocalLLaMA/comments/15iccps/so_bad_startcoder_with_its_own_prompt/ | 808phone | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15iccps | false | null | t3_15iccps | /r/LocalLLaMA/comments/15iccps/so_bad_startcoder_with_its_own_prompt/ | false | false | self | 0 | null |
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