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Any reccomendations for 70b narrative models? | 3 | I tried TheBloke/Airoboros-L2-70B-2.1-GPTQ but it just devolves into nonsense and incoherent word salad after a few interactions using the chat or instruct modes in Oobabooga.
It's all pretty confusing in the LLM space but I did have much better success with smaller models 34b, 13b so it was suprising that the 70b fe... | 2023-08-30T13:53:12 | https://www.reddit.com/r/LocalLLaMA/comments/165fdld/any_reccomendations_for_70b_narrative_models/ | shmoculus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165fdld | false | null | t3_165fdld | /r/LocalLLaMA/comments/165fdld/any_reccomendations_for_70b_narrative_models/ | false | false | self | 3 | null |
Tried to run CodeLlama-7b-Python-hf on a Quadro P2000 5GB VRAM | 0 | **User**:
Hi. Please write a hello word Python script
**CodeLlama**:
Sure! What should the Hello World Python Script say? I have some ideas...
**User**:
:-D Let me hear your ideas?
**CodeLlama**:
Ok! I have these ideas in my head ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( (... | 2023-08-30T13:49:28 | https://www.reddit.com/r/LocalLLaMA/comments/165faam/tried_to_run_codellama7bpythonhf_on_a_quadro/ | subalist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165faam | false | null | t3_165faam | /r/LocalLLaMA/comments/165faam/tried_to_run_codellama7bpythonhf_on_a_quadro/ | false | false | self | 0 | null |
Is there a good integration for local models like CodeLlama into an IDE like VSCode? | 4 | So far I only came across [cursor.so](https://cursor.so) and Github Co-Pilot but they both don't offer sufficient local capabilities. | 2023-08-30T13:21:32 | https://www.reddit.com/r/LocalLLaMA/comments/165elij/is_there_a_good_integration_for_local_models_like/ | donotdrugs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165elij | false | null | t3_165elij | /r/LocalLLaMA/comments/165elij/is_there_a_good_integration_for_local_models_like/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'I0Ul3MOzbyiZw9IRp9XDSogkzkh7d8CGD6U_MgNb1SA', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/7rqv57eF4N-I0cuyTDxxb_i5Dg-Obh5mnsCpsFKE5CA.jpg?width=108&crop=smart&auto=webp&s=31d2078034ad7b48d2e3eed1093068a1745ec78e', 'width': 108}, {'height': 129, 'url': 'h... |
Prosecraft.io Ai Lingusitic Analysis that Suffer Great Ai Backlash and yet no one know it | 1 | [removed] | 2023-08-30T13:12:12 | https://www.reddit.com/r/LocalLLaMA/comments/165edb8/prosecraftio_ai_lingusitic_analysis_that_suffer/ | Merchant_Lawrence | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165edb8 | false | null | t3_165edb8 | /r/LocalLLaMA/comments/165edb8/prosecraftio_ai_lingusitic_analysis_that_suffer/ | false | false | self | 1 | null |
I created a “Choose Your Own Adventure” quest written by LLaMA and illustrated by Stable Diffusion | 182 | You can play it with your browser: https://fateful.quest
This is an experiment to see if AI can write something fun like this by itself. It’s pretty good!
I used ChatGPT4 to create the plot synopsis with all the branches since I figured you needed a big model for that. But then, every synopsis line is expanded into a... | 2023-08-30T13:05:02 | https://www.reddit.com/gallery/165e739 | _talkol_ | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 165e739 | false | null | t3_165e739 | /r/LocalLLaMA/comments/165e739/i_created_a_choose_your_own_adventure_quest/ | false | false | 182 | null | |
Using 30b and above models for fiction? | 3 | Preable: I'm trying my hand at "AI fiction writing" - I have a few ideas worth exporing I think, but being, well, "neurodivergent and not in a cool fashion" I don't have any illusions whether I can write something actually readable, not to mention in a reasonable amount of time I don't have much of.
I've tried severa... | 2023-08-30T13:04:41 | https://www.reddit.com/r/LocalLLaMA/comments/165e6tj/using_30b_and_above_models_for_fiction/ | BalorNG | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165e6tj | false | null | t3_165e6tj | /r/LocalLLaMA/comments/165e6tj/using_30b_and_above_models_for_fiction/ | false | false | self | 3 | null |
Llama2 3B fine tuning | 6 | Hello,
I am planning on fine tuning llama2 3B with custom corpus of text.
Since my GPU is not enough (RTX 3060ti) I plan on renting a service for this.
What service you suggest me to use? | 2023-08-30T12:35:39 | https://www.reddit.com/r/LocalLLaMA/comments/165di30/llama2_3b_fine_tuning/ | Soft-Conclusion-2004 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165di30 | false | null | t3_165di30 | /r/LocalLLaMA/comments/165di30/llama2_3b_fine_tuning/ | false | false | self | 6 | null |
Has anyone used Petals yet? | 1 | 2023-08-30T12:29:27 | fhirflyer | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 165dd1g | false | null | t3_165dd1g | /r/LocalLLaMA/comments/165dd1g/has_anyone_used_petals_yet/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'yXXwyx7KlTnHN_NOXKoZgDj1hDGxQHu9zjqNBTeXPPg', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/vytgnm9cr8lb1.jpg?width=108&crop=smart&auto=webp&s=8ecb58b523c7f89eafae32583a5fd059d5a1a679', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/vytgnm9cr8lb1.jp... | |||
Best performing lightweight models (Compatible with 4 GB 3040 GPUs) | 1 | [removed] | 2023-08-30T12:16:23 | https://www.reddit.com/r/LocalLLaMA/comments/165d2on/best_performing_lightweight_models_compatible/ | Perfect-Storm-99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165d2on | false | null | t3_165d2on | /r/LocalLLaMA/comments/165d2on/best_performing_lightweight_models_compatible/ | false | false | self | 1 | null |
Training for small input/output use case | 1 | [removed] | 2023-08-30T11:45:47 | https://www.reddit.com/r/LocalLLaMA/comments/165cev0/training_for_small_inputoutput_use_case/ | Otherwise-Poet-4362 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165cev0 | false | null | t3_165cev0 | /r/LocalLLaMA/comments/165cev0/training_for_small_inputoutput_use_case/ | false | false | self | 1 | null |
Stanford DSPy: The framework for programming with foundation models | 9 | https://github.com/stanfordnlp/dspy
Seems pretty interesting. Anyone tried it?
Looks like an attempt to combine LMMs, RAG and traditional programming, can use LLama. | 2023-08-30T11:34:04 | https://www.reddit.com/r/LocalLLaMA/comments/165c66u/stanford_dspy_the_framework_for_programming_with/ | BalorNG | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165c66u | false | null | t3_165c66u | /r/LocalLLaMA/comments/165c66u/stanford_dspy_the_framework_for_programming_with/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': '8A5cnGHUiDqjqKQEd0rUhnisqjuDne3_7FwMOmuUt_w', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/XplIPiTnh2sI7HYujsEnOblvpLtd1_sNtYtufoYfebI.jpg?width=108&crop=smart&auto=webp&s=0babf80bab3864eed8f22eb15156ed54b3f5e8a5', 'width': 108}, {'height': 108, 'url': 'h... |
new serverless templates on banana for community use covering the entire code llama family | 14 | i wanted to share these new templates with you all 🦙😊:
[code llama-7b](https://github.com/yachty66/demo-codellama-7b-gptq)
[code llama-13b](https://github.com/yachty66/demo-codellama-13b-gptq)
[code llama-34b](https://github.com/yachty66/demo-codellama-34b-gptq)
[code llama-python-7b](https://github.com/yacht... | 2023-08-30T11:30:18 | https://www.reddit.com/r/LocalLLaMA/comments/165c3h2/new_serverless_templates_on_banana_for_community/ | yachty66 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165c3h2 | false | null | t3_165c3h2 | /r/LocalLLaMA/comments/165c3h2/new_serverless_templates_on_banana_for_community/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'PUmsVOWFft4XHrVj0jaVpQtzDMASm3JlzY0yQn17B-w', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SFP2bCWivrnz_Jc3oS4SEs8UMa3SpKKtrgMH5cqG1HE.jpg?width=108&crop=smart&auto=webp&s=9ed573aef9fa6c1e3402493583d759b516093b24', 'width': 108}, {'height': 108, 'url': 'h... |
Llama 2 33b - still no word? | 48 | 33B is considered the sweet spot. Meta is supposedly working on it. But it's been quite a while since the other sized L2 models were released -- which are very much worth it. I love working with them.
But I can't help but wonder wether we'll see the 33B L2 model... at all.
I can't seem to find any news on it. Doe... | 2023-08-30T11:28:52 | https://www.reddit.com/r/LocalLLaMA/comments/165c2e5/llama_2_33b_still_no_word/ | Ekkobelli | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165c2e5 | false | null | t3_165c2e5 | /r/LocalLLaMA/comments/165c2e5/llama_2_33b_still_no_word/ | false | false | self | 48 | null |
Consultants for finetuning LLM | 2 | We've so far been pretty successful in building AI Agents for our chatbot that takes reservations and connects with other APIs to provide users information. We're looking to transition to an opensource LLM because of rate limits on GPT 4 and cost savings in the long term. We have a userbase of around a million users wh... | 2023-08-30T10:42:20 | https://www.reddit.com/r/LocalLLaMA/comments/165b64n/consultants_for_finetuning_llm/ | hi87 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165b64n | false | null | t3_165b64n | /r/LocalLLaMA/comments/165b64n/consultants_for_finetuning_llm/ | false | false | self | 2 | null |
Why people use RoPE instead of Alibi when buliding their models? | 27 | I think Alibi has performed its great ability on length extrapolation, whereas rope preforms not that well (with ppl. explosion in long context scenario).
I know with ntk-aware scaled rope, RoPE can perform well in length extrapolation scenario too. But before that, why people are more likely to use RoPE? What's the ... | 2023-08-30T10:33:41 | https://www.reddit.com/r/LocalLLaMA/comments/165b0tw/why_people_use_rope_instead_of_alibi_when/ | zetiansss | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165b0tw | false | null | t3_165b0tw | /r/LocalLLaMA/comments/165b0tw/why_people_use_rope_instead_of_alibi_when/ | false | false | self | 27 | null |
Home setup for future home model use | 5 | Hello fellow redditors,
I could really use some technical advice.
I am about to start studying AI and am currently preparing my tech setup. Since I am using multiple PCs in the same local network I am planning to set up a NAS of some sort for data backups and access.
Here is the catch though: I want to be able to run... | 2023-08-30T10:14:31 | https://www.reddit.com/r/LocalLLaMA/comments/165aoi7/home_setup_for_future_home_model_use/ | Sockosophist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165aoi7 | false | null | t3_165aoi7 | /r/LocalLLaMA/comments/165aoi7/home_setup_for_future_home_model_use/ | false | false | self | 5 | null |
PCIe 5.0 NVMe worth it? | 1 | Hi, I am finishing a "do anything" build for LocalLlamas, XR, a few other things. I'd like to be able to use 60b size models, and multiple models at the same time.
I want to include 4TB of storage. These days a 4TB T700 is about 2× the price of a PCIe 4.0 model, its raw sequential rate is about 50% better.
My impres... | 2023-08-30T10:13:00 | https://www.reddit.com/r/LocalLLaMA/comments/165ann4/pcie_50_nvme_worth_it/ | nostriluu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165ann4 | false | null | t3_165ann4 | /r/LocalLLaMA/comments/165ann4/pcie_50_nvme_worth_it/ | false | false | self | 1 | null |
Lets have some real debate here | 2 | is llama open source? yes or no
also comment for some real discussion
[View Poll](https://www.reddit.com/poll/1659kib) | 2023-08-30T09:11:20 | https://www.reddit.com/r/LocalLLaMA/comments/1659kib/lets_have_some_real_debate_here/ | bull_shit123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1659kib | false | null | t3_1659kib | /r/LocalLLaMA/comments/1659kib/lets_have_some_real_debate_here/ | false | false | self | 2 | null |
first time beginner - WOOOOW! what a subreddit! we can run locally chatbot!? incredible.. | 1 | [removed] | 2023-08-30T08:33:45 | https://www.reddit.com/r/LocalLLaMA/comments/1658xfn/first_time_beginner_woooow_what_a_subreddit_we/ | ovnf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1658xfn | false | null | t3_1658xfn | /r/LocalLLaMA/comments/1658xfn/first_time_beginner_woooow_what_a_subreddit_we/ | false | false | self | 1 | null |
Best Llama 2 13B based LLM for Context Question Answering | 1 | Hi there,
I am facing the following common task: I have a textual context and there may or may not be explicit or implicit information present to answer a given question. The LLM should answer (ideally English and/or German) only with information found in the context or else say "don't know" or something of that kind.... | 2023-08-30T08:11:54 | https://www.reddit.com/r/LocalLLaMA/comments/1658kk1/best_llama_2_13b_based_llm_for_context_question/ | __q_e_d__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1658kk1 | false | null | t3_1658kk1 | /r/LocalLLaMA/comments/1658kk1/best_llama_2_13b_based_llm_for_context_question/ | false | false | self | 1 | null |
Advice on Open source LLM for pdf query aka Retrieval Augmented Generation | 2 | Hi guys,
Can you suggest an open source model which is good enough for PDF query . The PDF can be Annual reports or sustainability reports. I trued Llama 2 7b quantised model but the response time is 2+ minutes for query since I’m using CPU (16 gb ram)
I also tried open AI GPT 3.5 turbo, but a) It’s not free and b) I... | 2023-08-30T07:58:37 | https://www.reddit.com/r/LocalLLaMA/comments/1658csg/advice_on_open_source_llm_for_pdf_query_aka/ | ianuvrat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1658csg | false | null | t3_1658csg | /r/LocalLLaMA/comments/1658csg/advice_on_open_source_llm_for_pdf_query_aka/ | false | false | self | 2 | null |
$4600 L0 Airdrop Party Begins | 1 | [removed] | 2023-08-30T07:53:21 | https://www.reddit.com/r/LocalLLaMA/comments/16589tf/4600_l0_airdrop_party_begins/ | SentenceSeveral | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16589tf | false | null | t3_16589tf | /r/LocalLLaMA/comments/16589tf/4600_l0_airdrop_party_begins/ | false | false | self | 1 | null |
How to handle long documents when pretraining a LLM? | 16 | I have a few questions about preprocessing data when training a LLM:
First of all, in the pretraining phase of a LLM, how are long documents usuallly processed? I assume they would be split into smaller chunks, but how exactly to split them? Are they split into multiple chunks of equal length (e.g 2048 tokens) or are ... | 2023-08-30T07:06:24 | https://www.reddit.com/r/LocalLLaMA/comments/1657ib5/how_to_handle_long_documents_when_pretraining_a/ | scienceotaku68 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1657ib5 | false | null | t3_1657ib5 | /r/LocalLLaMA/comments/1657ib5/how_to_handle_long_documents_when_pretraining_a/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': 'lFeK4dYTg8Rk1Xdy3fHo_9Wves_c2bHavjE0hUKNICU', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/cHmks5dloR0pFXq344_f-TWtz2mVr9KnMv6kG1Npl-g.png?width=108&crop=smart&auto=webp&s=8ae514a337d7607c597d6e125044d474e06853bc', 'width': 108}, {'height': 120, 'url': 'h... |
Does anyone have a model trained on the new NextJS docs? | 2 | I know it’s not strictly related to this community but I don’t know if I’ll be able to get it from somewhere else. | 2023-08-30T06:34:45 | https://www.reddit.com/r/LocalLLaMA/comments/1656yx7/does_anyone_have_a_model_trained_on_the_new/ | as904465 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1656yx7 | false | null | t3_1656yx7 | /r/LocalLLaMA/comments/1656yx7/does_anyone_have_a_model_trained_on_the_new/ | false | false | self | 2 | null |
Llama-2-7b finetuned on LIMA dataset | 3 | I finetuned llama2 using the LIMA dataset
Try it out
https://colab.research.google.com/drive/17rxuyf4K_o63DPFwQNy53rdducCqLi7t?usp=sharing | 2023-08-30T06:31:20 | https://www.reddit.com/r/LocalLLaMA/comments/1656ww4/llama27b_finetuned_on_lima_dataset/ | Sufficient_Run1518 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1656ww4 | false | null | t3_1656ww4 | /r/LocalLLaMA/comments/1656ww4/llama27b_finetuned_on_lima_dataset/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/MrcDZx2izDY9ERwgWmMS-Hm2M3GEKZgeYLDszSh-KrQ.jpg?width=108&crop=smart&auto=webp&s=4b647239f77bf713f4a6209cfa4867351c055fd9', 'width': 108}, {'height': 216, 'url': '... |
7900xtx vs 3090 finetuning and inference speeds | 12 | With the recent updates with rocm and llama.cpp rupport for rocm, how does the 7900xtx compare with the 3090 in inference and fine tuning? In Canada, You can find the 3090 on ebay for \~1000cad while the 7900xtx runs for 1280$. Is it worth the extra 280$? Using gentoo linux. | 2023-08-30T06:16:51 | https://www.reddit.com/r/LocalLLaMA/comments/1656o5f/7900xtx_vs_3090_finetuning_and_inference_speeds/ | fraschm98 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1656o5f | false | null | t3_1656o5f | /r/LocalLLaMA/comments/1656o5f/7900xtx_vs_3090_finetuning_and_inference_speeds/ | false | false | self | 12 | null |
Microsoft's WizardLM claims Phind stole their work without credit to make the Phind CodeLlama model | 48 | 2023-08-30T05:27:21 | https://twitter.com/WizardLM_AI/status/1696527036804989171 | BetterClerk9769 | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1655tqe | false | {'oembed': {'author_name': 'WizardLM', 'author_url': 'https://twitter.com/WizardLM_AI', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">🔥🔥🔥<br>Let's start a ⚔️Duel and Debate between WizardCoder and Phind ! Also between open-source and stealing.<br><br>F... | t3_1655tqe | /r/LocalLLaMA/comments/1655tqe/microsofts_wizardlm_claims_phind_stole_their_work/ | false | false | 48 | {'enabled': False, 'images': [{'id': 'jWw43lSv6CCJUzkpTgdFdwbX9QtXRhell_HnS9kheQg', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/yHvqe-lkz0eAeecpa1SE2Hyy_H5lc-1RN29KEf4U878.jpg?width=108&crop=smart&auto=webp&s=c3ab66d7d59e51db360e7d5b2cd6f7b5e165b1d2', 'width': 108}, {'height': 432, 'url': '... | ||
If context size is like the models "active" memory what does the --contextsize flag do when launching kcpp? | 1 | [removed] | 2023-08-30T05:18:51 | https://www.reddit.com/r/LocalLLaMA/comments/1655ogf/if_context_size_is_like_the_models_active_memory/ | wh33t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1655ogf | false | null | t3_1655ogf | /r/LocalLLaMA/comments/1655ogf/if_context_size_is_like_the_models_active_memory/ | false | false | self | 1 | null |
Providing a text-to-SQL-to-text service using API in production. How can I properly size the system? | 1 | Some requirements:
* User Traffic: 1000 users
* Number of tokens: 1300 tokens per request (in-context learning, prompt: 1k+ generation: <300 toks)
* Concurrent Requests: 100 requests/s
Peak Time: 8h-9h and 14-15h
Types of Queries: simple queries and a few complex queries.
How can I properly size the syst... | 2023-08-30T05:17:14 | https://www.reddit.com/r/LocalLLaMA/comments/1655nj6/providing_a_texttosqltotext_service_using_api_in/ | UncleDao | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1655nj6 | false | null | t3_1655nj6 | /r/LocalLLaMA/comments/1655nj6/providing_a_texttosqltotext_service_using_api_in/ | false | false | self | 1 | null |
Can someone bring me up to speed? | 1 | Before you call me lazy, I totally get it. Long story short, I used to use LLMs a lot but haven’t in a few months because I’ve been busy. I used llama.cpp on my Mac and was able to host a local web ui. The last time I tried to get back in the game, I swear so much had changed and I’m not going to lie I gave up.
Witho... | 2023-08-30T04:24:27 | https://www.reddit.com/r/LocalLLaMA/comments/1654of4/can_someone_bring_me_up_to_speed/ | themostofpost | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1654of4 | false | null | t3_1654of4 | /r/LocalLLaMA/comments/1654of4/can_someone_bring_me_up_to_speed/ | false | false | self | 1 | null |
Has anybody tried getting RAG to work with Code Llama? | 5 | It seems like Code Llama isn't made for RAG. When I try to manually copy and paste the retrieved info, it gets a seizure. Outputs range from a block of nothing or other outputs such as:
[INST]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]... | 2023-08-30T04:07:36 | https://www.reddit.com/r/LocalLLaMA/comments/1654cg0/has_anybody_tried_getting_rag_to_work_with_code/ | salah_ahdin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1654cg0 | false | null | t3_1654cg0 | /r/LocalLLaMA/comments/1654cg0/has_anybody_tried_getting_rag_to_work_with_code/ | false | false | self | 5 | null |
Used 3060's now half the price of 3090's per GB | 33 | I tried to find an existing thread to post a comment on, but couldn't find anything after a cursory search. I'm in the process of building out a new rig for local LLM, based on AMD EPYC w/ a 7-slot Asrock Rack motherboard.
Until now, I've looked at the 3090 FE as the basic building block of a good local system. Mod... | 2023-08-30T03:54:15 | https://www.reddit.com/r/LocalLLaMA/comments/16542jv/used_3060s_now_half_the_price_of_3090s_per_gb/ | tronathan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16542jv | false | null | t3_16542jv | /r/LocalLLaMA/comments/16542jv/used_3060s_now_half_the_price_of_3090s_per_gb/ | false | false | self | 33 | null |
(help) oogabooga reloads everything each time the presets are changed | 1 | Hi!
I'm working on a project using Oogabooga's webui API, and I've noticed a significant issue.
In my use case, I need to change the presets I use (characters, parameters, etc.) for almost every generation. However, during the first generation and each time I use different presets, there is a very long loading time ... | 2023-08-30T03:21:08 | https://www.reddit.com/r/LocalLLaMA/comments/1653egv/help_oogabooga_reloads_everything_each_time_the/ | GM1-BluePhoenix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1653egv | false | null | t3_1653egv | /r/LocalLLaMA/comments/1653egv/help_oogabooga_reloads_everything_each_time_the/ | false | false | self | 1 | null |
Fine-tuning embedding models for better retrieval | 1 | For those of you interested in retrieval augmented generation (RAG), would you like to collaborate on fine-tuning embedding models for better retrieval? My friend and I have ML systems background from MIT and AWS and are interested in optimizing embedding models for different use cases and benchmarking performance (lik... | 2023-08-30T03:05:57 | https://www.reddit.com/r/LocalLLaMA/comments/16532wy/finetuning_embedding_models_for_better_retrieval/ | Dapper-Bumblebee-273 | self.LocalLLaMA | 2023-08-30T03:21:31 | 0 | {} | 16532wy | false | null | t3_16532wy | /r/LocalLLaMA/comments/16532wy/finetuning_embedding_models_for_better_retrieval/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'bK1T3Poc6MndmHJoui8whxY6ySsvI8PDs41pAsuL7yI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/mpjfav1XEpa-CbfCnWpqNpgu9Ad47U50XNeaMjHB9X4.jpg?width=108&crop=smart&auto=webp&s=c955d2e70abcfbce0a4c1bc8c361c4a575d50985', 'width': 108}, {'height': 116, 'url': 'h... |
What frameworks or platforms to use for full fine tuning of Code Llama? | 5 | I want to test whether a full fine tuning of my codebase will improve Code Llama for me. Any suggestions on how to go about it? I've been searching fine tuning and most are talking supervised fine tuning with LoRA. I imagine I'll have to use distributed training to train anything larger than the 7b model? I've seen men... | 2023-08-30T00:36:50 | https://www.reddit.com/r/LocalLLaMA/comments/164zs9d/what_frameworks_or_platforms_to_use_for_full_fine/ | OneHistory4562 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164zs9d | false | null | t3_164zs9d | /r/LocalLLaMA/comments/164zs9d/what_frameworks_or_platforms_to_use_for_full_fine/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'jfeVG47nZdEkz9kXfW1CcS-Sy8l4DXGb9JErx6bLKfU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Bixm6H31yqw0RCcD8LB0e8eIdtJeMUaF4N5ZipM_BQY.jpg?width=108&crop=smart&auto=webp&s=abf38332c5c00a919af5be75653a93473aa2e5fa', 'width': 108}, {'height': 116, 'url': 'h... |
LLM questions | 2 | Hey gang .. two questions . 1) can I make chatGPT local? Meaning I don't want it connected to the internet at all .. is that doable? 2) can I train it on my data? What are my options there? Ideally I'd love to be able to read data from a table so I could train it on those terms as well. | 2023-08-29T23:48:32 | https://www.reddit.com/r/LocalLLaMA/comments/164ymtx/llm_questions/ | aeapf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164ymtx | false | null | t3_164ymtx | /r/LocalLLaMA/comments/164ymtx/llm_questions/ | false | false | self | 2 | null |
$2900 Worth: L0 Airdrop Surprise | 1 | [removed] | 2023-08-29T23:18:51 | https://www.reddit.com/r/LocalLLaMA/comments/164xw5i/2900_worth_l0_airdrop_surprise/ | Puzzleheaded-Wind574 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164xw5i | false | null | t3_164xw5i | /r/LocalLLaMA/comments/164xw5i/2900_worth_l0_airdrop_surprise/ | false | false | self | 1 | null |
I have been out of the loop. Need a dive in | 55 | Can anyone make a summary about everything that happened since first open source LLMs appeared to this day?
Thanks | 2023-08-29T23:04:27 | https://www.reddit.com/r/LocalLLaMA/comments/164xiuc/i_have_been_out_of_the_loop_need_a_dive_in/ | Flutter_ExoPlanet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164xiuc | false | null | t3_164xiuc | /r/LocalLLaMA/comments/164xiuc/i_have_been_out_of_the_loop_need_a_dive_in/ | false | false | self | 55 | null |
Very slow inference on Windows | 4 | I am running 70B models with 8192 context. I have tried it on [vast.ai](https://vast.ai) with 2 x 3090, and it ran pretty fast (\~10 tokens/sec). However, on my windows, it ran pretty slow (\~0.2 tokens/sec).
The spec of my PC is: Ryzen 5900x, C7H Motherboard, 128GB DDR4-3600, 4090 run at PCIE 4.0 x 16, 3090 run at PC... | 2023-08-29T22:44:06 | https://www.reddit.com/r/LocalLLaMA/comments/164x02t/very_slow_inference_on_windows/ | denru01 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164x02t | false | null | t3_164x02t | /r/LocalLLaMA/comments/164x02t/very_slow_inference_on_windows/ | false | false | self | 4 | null |
Missing tokenizer.model from official llama 2 7b download required for llama.cpp convert to gguf | 1 | Hey folks,
I'm new here, but not new to software. However, this is all much more cutting-edge than I'm used to, and it seems like everything is moving quickly.
On discovering that I needed a GPU for the regular llama distribution, I went ahead and snagged llama.cpp, but am having trouble converting my official... | 2023-08-29T22:00:26 | https://www.reddit.com/r/LocalLLaMA/comments/164vup7/missing_tokenizermodel_from_official_llama_2_7b/ | Packeselt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164vup7 | false | null | t3_164vup7 | /r/LocalLLaMA/comments/164vup7/missing_tokenizermodel_from_official_llama_2_7b/ | false | false | self | 1 | null |
HammerAI: desktop app for running LLaMA locally (using Apache TVM Unity) | 21 | Hi all! Want to share a new project we've been working on: [**HammerAI**](https://www.hammerai.com/)**, a desktop app that uses** [**Apache TVM Unity**](https://github.com/apache/tvm/tree/unity) **&** [**MLC LLM**](https://github.com/mlc-ai/mlc-llm) **to run models locally on your machine** 🏎️
[HammerAI demo](https:/... | 2023-08-29T21:22:24 | https://www.reddit.com/r/LocalLLaMA/comments/164uuik/hammerai_desktop_app_for_running_llama_locally/ | Hammer_AI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164uuik | true | null | t3_164uuik | /r/LocalLLaMA/comments/164uuik/hammerai_desktop_app_for_running_llama_locally/ | false | false | 21 | {'enabled': False, 'images': [{'id': 'OyyRrQ6m6Laio5hUxP-x5qgOUVabNuA5yMM4lur0nU0', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/o78_v8waoUJk8qNiQf1qt0lW-pnH8OAUvk8AXqNxSFw.jpg?width=108&crop=smart&auto=webp&s=e14095b86d0187c3d9f97ecefb33849f54fc7aef', 'width': 108}, {'height': 113, 'url': 'h... | |
if this is true, how is llama open source? | 133 | 2023-08-29T21:22:09 | bull_shit123 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 164uu9h | false | null | t3_164uu9h | /r/LocalLLaMA/comments/164uu9h/if_this_is_true_how_is_llama_open_source/ | false | false | 133 | {'enabled': True, 'images': [{'id': '_QuH4w_Sizw-9xpwu7_7moZE27CfBqdDIIXUNb7QlLs', 'resolutions': [{'height': 48, 'url': 'https://preview.redd.it/u8qsenee94lb1.png?width=108&crop=smart&auto=webp&s=58bbcc1b2b812de2110558c26ea3d7161275d7ad', 'width': 108}, {'height': 96, 'url': 'https://preview.redd.it/u8qsenee94lb1.png?... | |||
If this is true, how is llama open source? | 1 | ​
https://preview.redd.it/9crwx4e594lb1.png?width=1263&format=png&auto=webp&s=592f610eec1675e8c502c8ff3c9d1329b865d28a | 2023-08-29T21:20:30 | https://www.reddit.com/r/LocalLLaMA/comments/164uskh/if_this_is_true_how_is_llama_open_source/ | bull_shit123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164uskh | false | null | t3_164uskh | /r/LocalLLaMA/comments/164uskh/if_this_is_true_how_is_llama_open_source/ | false | false | 1 | null | |
Was anyone able to fine tune the 70B llama2 model with lora? | 1 | I'm not able to get 70B llama2 fine tuning to work. Does anyone have a working version of fine-tuning and could share the setup they used? | 2023-08-29T20:57:52 | https://www.reddit.com/r/LocalLLaMA/comments/164u6xr/was_anyone_able_to_fine_tune_the_70b_llama2_model/ | DeanBlub | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164u6xr | false | null | t3_164u6xr | /r/LocalLLaMA/comments/164u6xr/was_anyone_able_to_fine_tune_the_70b_llama2_model/ | false | false | self | 1 | null |
How to fine tune an LLM locally using C# | 3 | Hi, I'm new to LLMs and trying to understand how to fine-tune an LLM locally.
However, it seems that almost all tutorials are about fine-tuning using Python as the primary language.
Has anyone managed to fine tune an LLM using C#? | 2023-08-29T20:12:21 | https://www.reddit.com/r/LocalLLaMA/comments/164szf4/how_to_fine_tune_an_llm_locally_using_c/ | Rias0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164szf4 | false | null | t3_164szf4 | /r/LocalLLaMA/comments/164szf4/how_to_fine_tune_an_llm_locally_using_c/ | false | false | self | 3 | null |
What could you say about Qwen-VL by Alibaba? | 1 | [removed] | 2023-08-29T19:47:42 | https://www.reddit.com/r/LocalLLaMA/comments/164sbtg/what_could_you_say_about_qwenvl_by_alibaba/ | Ronrel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164sbtg | false | null | t3_164sbtg | /r/LocalLLaMA/comments/164sbtg/what_could_you_say_about_qwenvl_by_alibaba/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... | |
Codelamma 7b code completion giving multiple responses and i only want one? | 2 | I am using Codelamma 7b code completion model for the purposes of generating sql statements. I get a return of a sequence with multiple answers. the first answer in the sequence seems to be the answer i am looking for, however, the model then continues to ramble on.
My prompt is formatted so that there is a schema ... | 2023-08-29T19:20:23 | https://www.reddit.com/r/LocalLLaMA/comments/164rl7k/codelamma_7b_code_completion_giving_multiple/ | llamasaresavager | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164rl7k | false | null | t3_164rl7k | /r/LocalLLaMA/comments/164rl7k/codelamma_7b_code_completion_giving_multiple/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'XmAy706JfCO0EDPPUMDIyLi-CUvkdIrG6M6l2hynU68', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/5pHknhugjJRv7NRqjx8tgTnJUIcNmknWGT_51USkvX4.jpg?width=108&crop=smart&auto=webp&s=0c593be0ec2fcc008030e6e5cd47da44f5d392d0', 'width': 108}, {'height': 108, 'url': 'h... |
SillyTavern 1.10.0 Release | 75 | ## SillyTavern 1.10.0 has been released.
---
Due to the scope of changes, it is highly recommended to **backup your files before updating**.
---
**Highlights**
- Prompt Manager for Chat Completions
- Advanced Formatting for Text APIs
- Dynamic Audio extension
- RVC and Coqui TTS support
- Simplified UI mode
**Other... | 2023-08-29T18:24:03 | https://www.reddit.com/r/LocalLLaMA/comments/164q3xq/sillytavern_1100_release/ | RossAscends | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164q3xq | false | null | t3_164q3xq | /r/LocalLLaMA/comments/164q3xq/sillytavern_1100_release/ | false | false | self | 75 | {'enabled': False, 'images': [{'id': 'OjR083SAmXjUzkWDy5HXkqnu4zCUisIFX8zzBCyxUdY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8kajQwDFCrWGBERO6m8PDuAdYCunxlahQM42cLwkeaQ.jpg?width=108&crop=smart&auto=webp&s=0c6041247442046e9790c4d48902c06f46c2a33c', 'width': 108}, {'height': 108, 'url': 'h... |
Lenovo T480s | 1 | Good day fellow Redditors,
I am in need for **organic** feedback.
I am starting next month a CS degree and have decided to buy a Lenovo T480s with these Specs
​
​
|Hard Disk |1TB|
|:-|:-|
|OS |Win 11 pro|
|Processor |i7 8th gen |
|Processing Speed |1,8 GHZ|
|RAM |16GB|
​
My train of thoug... | 2023-08-29T17:36:59 | https://www.reddit.com/r/LocalLLaMA/comments/164owcd/lenovo_t480s/ | hustla17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164owcd | false | null | t3_164owcd | /r/LocalLLaMA/comments/164owcd/lenovo_t480s/ | false | false | self | 1 | null |
Meta Code Llama – Python, further fine-tuned on 100B tokens of Python code | 1 | [removed] | 2023-08-29T17:31:39 | https://www.reddit.com/r/LocalLLaMA/comments/164orap/meta_code_llama_python_further_finetuned_on_100b/ | w7gg33h | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164orap | false | null | t3_164orap | /r/LocalLLaMA/comments/164orap/meta_code_llama_python_further_finetuned_on_100b/ | false | false | self | 1 | null |
How would you fine-tune for my use case? | 3 | Hi all. I have a scoring system against a set of environmental criteria and after I apply this to a company, by looking at their annual report/sustainability disclosure. Normally, this is a manual effort which involves a lot of ctrl + f and going through PDFs to source information. So, I have implemented RAG against GP... | 2023-08-29T17:15:58 | https://www.reddit.com/r/LocalLLaMA/comments/164ocpj/how_would_you_finetune_for_my_use_case/ | 99OG121314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164ocpj | false | null | t3_164ocpj | /r/LocalLLaMA/comments/164ocpj/how_would_you_finetune_for_my_use_case/ | false | false | self | 3 | null |
TelegramBot <-> LLM-API like KoboldCpp | 5 | Hi!
Anybody know of a TelegramBot that I can hook up to the KoboldCpp-API and chat with my local running LLM? I heard there aren't any yet. | 2023-08-29T17:15:45 | https://www.reddit.com/r/LocalLLaMA/comments/164ocic/telegrambot_llmapi_like_koboldcpp/ | honuvo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164ocic | false | null | t3_164ocic | /r/LocalLLaMA/comments/164ocic/telegrambot_llmapi_like_koboldcpp/ | false | false | self | 5 | null |
Small model for text classification | 0 | Hi everyone,
I need a small model which is specialized to classify text. It takes the text and map it to an intent from my intent list.
For example, here is the list of my intent:
- Register: User wants to register.
- Order: User wants to purchase.
My expected result is when the model receives a text such as: “Hey, ... | 2023-08-29T16:02:07 | https://www.reddit.com/r/LocalLLaMA/comments/164mevq/small_model_for_text_classification/ | jThaiLB | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164mevq | false | null | t3_164mevq | /r/LocalLLaMA/comments/164mevq/small_model_for_text_classification/ | false | false | self | 0 | null |
Local Models missing/skipping words in response. | 1 | [removed] | 2023-08-29T15:44:24 | https://www.reddit.com/r/LocalLLaMA/comments/164lyi1/local_models_missingskipping_words_in_response/ | halphrican | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164lyi1 | false | null | t3_164lyi1 | /r/LocalLLaMA/comments/164lyi1/local_models_missingskipping_words_in_response/ | false | false | self | 1 | null |
Is there a way to weight tokens in context? | 6 | In stable diffusion, you can weight up or down specific tokens - is there a way to do something similar with Llama models using oobabooga? Or is there a way to add probabilities, like be "happy" 70% of the time but "sad" 30% of the time? Thanks. | 2023-08-29T14:26:21 | https://www.reddit.com/r/LocalLLaMA/comments/164jxk3/is_there_a_way_to_weight_tokens_in_context/ | emptyplate | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164jxk3 | false | null | t3_164jxk3 | /r/LocalLLaMA/comments/164jxk3/is_there_a_way_to_weight_tokens_in_context/ | false | false | self | 6 | null |
Looking to sell a couple ML servers EU | 5 | So I have been tasked with finding a buyer for a couple high end machine learning servers. They were owned by my wife’s father who passed recently.
The servers are powered by a couple Epyc 7003s and have A series gpus. We have invoices for them and VAT has been paid on everything.
Hopefully it’s ok to post this here.... | 2023-08-29T14:05:57 | https://www.reddit.com/r/LocalLLaMA/comments/164jftz/looking_to_sell_a_couple_ml_servers_eu/ | Obnomad | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164jftz | true | null | t3_164jftz | /r/LocalLLaMA/comments/164jftz/looking_to_sell_a_couple_ml_servers_eu/ | false | false | default | 5 | null |
CodeLlama-7b-Instruct-hf via TGI vs meta's Codellama-7b-Instruct | 2 | Ahoi,
I'm very new to the local LLM thing but got quite excited when hearing about CodeLlama and (at least the 7b version) being able to run on a single GPU. So I got codellama-7b-instruct from meta [here](https://ai.meta.com/resources/models-and-libraries/llama-downloads/). To me it seems to work \_really\_ well with... | 2023-08-29T13:59:38 | https://www.reddit.com/r/LocalLLaMA/comments/164ja5p/codellama7binstructhf_via_tgi_vs_metas/ | zernichtet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164ja5p | false | null | t3_164ja5p | /r/LocalLLaMA/comments/164ja5p/codellama7binstructhf_via_tgi_vs_metas/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'ilC2qprzEOhvondbER2GPm9DXBMFQhdj6lShAI3fqUQ', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/-lx7IoVnPKtS1s2Rq8IcxH6q6WBMlXXfBQF43Q3okcU.jpg?width=108&crop=smart&auto=webp&s=b96f0fb64d0fd3022dd85d7522591d32ffa3e30e', 'width': 108}, {'height': 121, 'url': 'h... |
Examples of actual fine tunings with data? | 17 | Are there any example where the full data and training process for fine tuning (specifically parameter efficient fine tuning ideally, but any sort would be ok) in addition to having the model itself after fine tuning available to use and chat with?
I really don't care so much what sort of task the fine tuning was abou... | 2023-08-29T13:54:01 | https://www.reddit.com/r/LocalLLaMA/comments/164j5cp/examples_of_actual_fine_tunings_with_data/ | ascendant23 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164j5cp | false | null | t3_164j5cp | /r/LocalLLaMA/comments/164j5cp/examples_of_actual_fine_tunings_with_data/ | false | false | self | 17 | null |
PyCharm Plugin | 9 | For various reasons (company policy), I can't use external code assistants but I could use a locally running Code Llama. I can't find a plugin that supports it though (I did see the one for VS Code, though). Does one exist? If I need to write one, what should I use as an example?
Code Llama: [https://about.fb.c... | 2023-08-29T13:46:34 | https://www.reddit.com/r/LocalLLaMA/comments/164iz75/pycharm_plugin/ | beezlebub33 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164iz75 | false | null | t3_164iz75 | /r/LocalLLaMA/comments/164iz75/pycharm_plugin/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': '_-Buf_9EsYsfZBPyO83DU0c6n6Bfz_7qOxm-a3CNSig', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/ktm8L0FwgIrST_6p16OmYr1-tQ_Dsaawj3YmvUb3SaE.jpg?width=108&crop=smart&auto=webp&s=88ce6cfa97c258adf200b30857dd13240d3faefb', 'width': 108}, {'height': 121, 'url': 'h... |
Airoboros-l2-70b-2.1's uniquely high TruthfulQA causes it to become 1st on leaderboard | 38 | airoboros-l2-70b-2.1, an experimental version of airoboros, has just been released and evaluated. It has good performance in ARC, HellaSwag, and MMLU, but its very high TruthfulQA has pushed it to 1st on the leaderboard, and with a decent distance between it and 2nd. The other overall top ranked models have TruthfulQA ... | 2023-08-29T13:40:06 | https://www.reddit.com/r/LocalLLaMA/comments/164itew/airoborosl270b21s_uniquely_high_truthfulqa_causes/ | DontPlanToEnd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164itew | false | null | t3_164itew | /r/LocalLLaMA/comments/164itew/airoborosl270b21s_uniquely_high_truthfulqa_causes/ | false | false | self | 38 | {'enabled': False, 'images': [{'id': 'EN0-abblERL52DxeoNzcxdkhvXEwLdZMJTS58Umjs64', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/pnEIDVgN3O3UZSEZF8G101Cpm5FLu9i3k_abBlep_2c.jpg?width=108&crop=smart&auto=webp&s=6fbb309f983333cbaf528bd40f8d6ffb39877704', 'width': 108}, {'height': 116, 'url': 'h... |
Generate Q&A from text | 1 | [removed] | 2023-08-29T13:19:10 | https://www.reddit.com/r/LocalLLaMA/comments/164ib09/generate_qa_from_text/ | Enkay55 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164ib09 | false | null | t3_164ib09 | /r/LocalLLaMA/comments/164ib09/generate_qa_from_text/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'UaW090vbWKsuGEBeEQ5zksrl2gy7ygk3iN3k7NcjNRo', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/KTL8DUGaG6D46g-6-o-rbbw8kPKBCjsurSWrWW114ys.jpg?width=108&crop=smart&auto=webp&s=612630af980cc63ccd1035f378b4766ec5f51f7e', 'width': 108}, {'height': 162, 'url': 'h... |
Is parallel inference possible for llama2 with a single Nvidia GPU? | 4 | We are using llama2 on a single Nvidia GPU for inferring information based on input texts which are stored in a data frame. Currently we are going sequentially through the data frame.
We were wondering if there is some way we can send multiple prompts to the model and store the responses. Is this possible at all? | 2023-08-29T11:25:12 | https://www.reddit.com/r/LocalLLaMA/comments/164fskh/is_parallel_inference_possible_for_llama2_with_a/ | sbs1799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164fskh | false | null | t3_164fskh | /r/LocalLLaMA/comments/164fskh/is_parallel_inference_possible_for_llama2_with_a/ | false | false | self | 4 | null |
Domain expert llama | 3 | i am trying to use llama 2 as a chatbot alongside a vector store in a way that processes pdf and web pages and responds according to the similarity of the prompt with stored chunks. is anyone doing the same?
i have some questions:
1) which model to use? at the moment i am using the Meta chat version model, are there b... | 2023-08-29T11:11:53 | https://www.reddit.com/r/LocalLLaMA/comments/164fj25/domain_expert_llama/ | SK33LA | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164fj25 | false | null | t3_164fj25 | /r/LocalLLaMA/comments/164fj25/domain_expert_llama/ | false | false | self | 3 | null |
LLM benchmarks are broken, what can we do to fix them? | 48 | Like many others here, I've found that the benchmarks that people are using are not representative to real world usability. Models that are at the top of the leaderboard fail to do simple tasks and have very high error rates when tested at scale. I've tested about 10 highly ranked models using 10k news articles and fin... | 2023-08-29T11:11:36 | https://www.reddit.com/r/LocalLLaMA/comments/164fivc/llm_benchmarks_are_broken_what_can_we_do_to_fix/ | Tiny_Arugula_5648 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164fivc | false | null | t3_164fivc | /r/LocalLLaMA/comments/164fivc/llm_benchmarks_are_broken_what_can_we_do_to_fix/ | false | false | self | 48 | null |
Prompt Engineering Seems Like Guesswork - How To Evaluate LLM Application Properly? | 9 | How are folks evaluating the quality of your LLM applications? I'm running a mental health chatbot in production (small scale - 10's of active users) and I've spent a lot of time finetuning prompts but it's all just guesswork.
I'll make a tweak to the prompt and run a few test conversations and just kinda get the vibe... | 2023-08-29T10:48:49 | https://www.reddit.com/r/LocalLLaMA/comments/164f2sq/prompt_engineering_seems_like_guesswork_how_to/ | foazi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164f2sq | false | null | t3_164f2sq | /r/LocalLLaMA/comments/164f2sq/prompt_engineering_seems_like_guesswork_how_to/ | false | false | self | 9 | null |
Metric to compare performance of inference optimization methods | 1 | Hello community! I'm taking lots of information and help from LocalLLaMA!
Always appreciate your knowledge :)
I have one question, what is the best suitable (or most used metric) when comparing inference speed of optimization methods?
I'm doing research which optimization method to use, for example vLLM, flash atte... | 2023-08-29T09:58:08 | https://www.reddit.com/r/LocalLLaMA/comments/164e4vj/metric_to_compare_performance_of_inference/ | Fluffy_Pianist_3135 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164e4vj | false | null | t3_164e4vj | /r/LocalLLaMA/comments/164e4vj/metric_to_compare_performance_of_inference/ | false | false | self | 1 | null |
How to run (or convert) PyTorch model with llama.cpp? | 11 | I recently can get a model running in the local (Wizard-Vicuna-7B-Uncensored.ggmlv3.q4\_0) with llama.cpp and rustformers/llm.
Is it possible to run pytorch model (e.g [Wizard-Vicuna-7B-Uncensored](https://huggingface.co/meta-llama/Llama-2-7b)) with llama.cpp? Or does anyone know how to convert pytorch model to ggml... | 2023-08-29T09:10:41 | https://www.reddit.com/r/LocalLLaMA/comments/164dbip/how_to_run_or_convert_pytorch_model_with_llamacpp/ | ougizee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164dbip | false | null | t3_164dbip | /r/LocalLLaMA/comments/164dbip/how_to_run_or_convert_pytorch_model_with_llamacpp/ | false | false | 11 | {'enabled': False, 'images': [{'id': 'cQf8VWaf-xGehCpVJfC5PBPqy_6SPP52BQSegGE5rTU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/XCakRieLhCzqSiOj_2cszqVz27MK2dN8NVJRVQ5Zq6s.jpg?width=108&crop=smart&auto=webp&s=fc98606e6096c95830db3cddf20b412f75e8c8b9', 'width': 108}, {'height': 116, 'url': 'h... | |
Is there already a way to use Llama 2 with a very big system prompt? | 1 | [removed] | 2023-08-29T08:18:02 | https://www.reddit.com/r/LocalLLaMA/comments/164cf6h/is_there_already_a_way_to_use_llama_2_with_a_very/ | Botanical0149 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164cf6h | false | null | t3_164cf6h | /r/LocalLLaMA/comments/164cf6h/is_there_already_a_way_to_use_llama_2_with_a_very/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'x9KSkL1w8g7ONAVbHh791t7xxoK_zsW3FznzlcaLsbg', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/volVXV5NmcZHt6VD_ATnoeGpqc6lJT_rqQFMmb_Jk-k.jpg?width=108&crop=smart&auto=webp&s=ae4f2942588f8bfcfdff7621b1a9913f98cef85e', 'width': 108}, {'height': 144, 'url': 'h... |
Can someone recommend an uncensored model which can be trained on raw text? | 3 | I have used quite a few models such as:
Chronos-hermes-13b
Nous-hermes-Llama2
Wizard-Vicuna-13
etc...
I'm trying to train off a small selection of raw text files, but all of the models which I have used cough up some error or another. Typical errors with Chronos-hermes for example would be:
TypeError: a bytes-l... | 2023-08-29T08:16:03 | https://www.reddit.com/r/LocalLLaMA/comments/164cdy7/can_someone_recommend_an_uncensored_model_which/ | jasondray_1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164cdy7 | false | null | t3_164cdy7 | /r/LocalLLaMA/comments/164cdy7/can_someone_recommend_an_uncensored_model_which/ | false | false | self | 3 | null |
Alignment kills performance | 148 | 2023-08-29T07:30:15 | https://arxiv.org/pdf/2308.13449.pdf | DotaMate | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 164bm39 | false | null | t3_164bm39 | /r/LocalLLaMA/comments/164bm39/alignment_kills_performance/ | false | false | default | 148 | null | |
Why did the AI just say "Yes"? | 13 | Using Kobold and codellama-13b.ggmlv3.Q2\_K.bin
​
https://preview.redd.it/7phldknf20lb1.png?width=1144&format=png&auto=webp&s=8b6268becaaca2ab2dae6f83af4bf40a55b08e40 | 2023-08-29T07:17:42 | https://www.reddit.com/r/LocalLLaMA/comments/164bekn/why_did_the_ai_just_say_yes/ | McpeIsSoBuggy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164bekn | false | null | t3_164bekn | /r/LocalLLaMA/comments/164bekn/why_did_the_ai_just_say_yes/ | false | false | 13 | null | |
Fine-tune and then Quantize vs. Quantize and fine-tune | 31 | We are trying to understand whether it is advisable -
to take Meta's llama2, fine-tune them using custom datasets, and then 4-bit quantize them
OR
to take an already 4-bit quantized llama2 model (e.g, TheBloke) and then fine-tune them. What approach would you recommend and why? | 2023-08-29T06:38:47 | https://www.reddit.com/r/LocalLLaMA/comments/164aqbu/finetune_and_then_quantize_vs_quantize_and/ | sbs1799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164aqbu | false | null | t3_164aqbu | /r/LocalLLaMA/comments/164aqbu/finetune_and_then_quantize_vs_quantize_and/ | false | false | self | 31 | null |
Quantize model to 4-bit GPTQ with 6GB VRAM? | 1 | Is it possible to quantanize a model into 4bit GPTQ?
I've tried GPTQ-for-LLaMa and pyllama, but both gives me CUDA out of memory error. Even pyllama, which says it works to quantianize with 4GB GPU, it does not work for me.
This is the model I'm trying to make into 4-bit GPTQ: mplug-owl-llama-7b-ft | 2023-08-29T06:11:25 | https://www.reddit.com/r/LocalLLaMA/comments/164a97a/quantize_model_to_4bit_gptq_with_6gb_vram/ | fetballe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164a97a | false | null | t3_164a97a | /r/LocalLLaMA/comments/164a97a/quantize_model_to_4bit_gptq_with_6gb_vram/ | false | false | self | 1 | null |
What is the relationship between context size, tokens and models? | 1 | So is every word generated or parsed a "token"? And is contextsize the number of tokens an LLM can "remember" and is context size somehow limited by the models construction?
Also curious if RoPE somehow plays into all of this. | 2023-08-29T05:39:51 | https://www.reddit.com/r/LocalLLaMA/comments/1649oyd/what_is_the_relationship_between_context_size/ | wh33t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1649oyd | false | null | t3_1649oyd | /r/LocalLLaMA/comments/1649oyd/what_is_the_relationship_between_context_size/ | false | false | self | 1 | null |
Thoughts on Autonomous LLM Agents | 9 | Has anyone successfully deployed them in production? How reliable are they? What was your experience like? | 2023-08-29T04:45:11 | https://www.reddit.com/r/LocalLLaMA/comments/1648pav/thoughts_on_autonomous_llm_agents/ | XhoniShollaj | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1648pav | false | null | t3_1648pav | /r/LocalLLaMA/comments/1648pav/thoughts_on_autonomous_llm_agents/ | false | false | self | 9 | null |
Open-Source CodeLlama Server: Streaming, Caching, Model Fallbacks (OpenAI + Anthropic), Prompt-tracking | 2 | **TLDR;** We're open-sourcing our CodeLlama server. It handles streaming, caching, model fallbacks, and tracks prompts + token usage - [https://github.com/BerriAI/litellm-CodeGen-server](https://github.com/BerriAI/litellm-CodeGen-server)
\~\~
Hello r/LocalLLaMA,
I’m the maintainer of liteLLM() - package to simplify ... | 2023-08-29T03:44:20 | https://www.reddit.com/r/LocalLLaMA/comments/1647isl/opensource_codellama_server_streaming_caching/ | VideoTo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1647isl | false | null | t3_1647isl | /r/LocalLLaMA/comments/1647isl/opensource_codellama_server_streaming_caching/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'lEgyXS6yum0oelpR9QnEuifvKtMmqw1g_wg5HVu-gxU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/xLzfZxI5dBQxvPFprmoeelEWFp5fj-cw5VjwRAZNJN0.jpg?width=108&crop=smart&auto=webp&s=5a7f799302b878ce65030864920ace4ade22cb8d', 'width': 108}, {'height': 108, 'url': 'h... |
WizardCoder Eval Results (vs. ChatGPT and Claude on external dataset) | 150 | The recent Code-Llama has allowed for a number of new exciting open-source AI models, but I'm finding they still fall far short of GPT-4!.
​
After reproducing their HumanEval and assessing on \~400 OOS LeetCode problem, I see that it is more on par w/ Claude-2 or GPT-3.5. This is still a good result, but we ar... | 2023-08-29T03:25:56 | https://www.reddit.com/r/LocalLLaMA/comments/164754t/wizardcoder_eval_results_vs_chatgpt_and_claude_on/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164754t | false | null | t3_164754t | /r/LocalLLaMA/comments/164754t/wizardcoder_eval_results_vs_chatgpt_and_claude_on/ | false | false | 150 | {'enabled': False, 'images': [{'id': '6mRmcVqCA-G-KDpMtQGD_ej498isxXGHFZNs5VWdah4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/WRYHCQ5G7M4nCSzdHvOBssOGJRneFieU3AZMXneAXsU.jpg?width=108&crop=smart&auto=webp&s=5fe51a7bfbf8bc6942bd8a6af56ffa8196e05b23', 'width': 108}, {'height': 108, 'url': 'h... | |
Running Phind's Fine-Tuned Model | 3 | Hey all,
Has anyone managed to get their fine-tune up and running? I've done my best to replicate their specs but I'm seeing a lot of garbage in my output with my implementation [here](https://github.com/emrgnt-cmplxty/zero-shot-replication/blob/main/zero_shot_replication/model/hugging_face_model/phind_model.py).
... | 2023-08-29T03:19:22 | https://www.reddit.com/r/LocalLLaMA/comments/164707l/running_phinds_finetuned_model/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164707l | false | null | t3_164707l | /r/LocalLLaMA/comments/164707l/running_phinds_finetuned_model/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': '6mRmcVqCA-G-KDpMtQGD_ej498isxXGHFZNs5VWdah4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/WRYHCQ5G7M4nCSzdHvOBssOGJRneFieU3AZMXneAXsU.jpg?width=108&crop=smart&auto=webp&s=5fe51a7bfbf8bc6942bd8a6af56ffa8196e05b23', 'width': 108}, {'height': 108, 'url': 'h... |
What is with all of the different versions and their suffixes? | 7 | llama-2-7b-chat.ggmlv3.q3_K_L.bin
llama-2-7b-chat.ggmlv3.q3_K_M.bin
llama-2-7b-chat.ggmlv3.q3_K_S.bin
I don't understand what the difference is between the following three files. They are all quantized to the 3bit yeh? What does the suffixes mean? | 2023-08-29T01:35:05 | https://www.reddit.com/r/LocalLLaMA/comments/1644pl9/what_is_with_all_of_the_different_versions_and/ | wh33t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1644pl9 | false | null | t3_1644pl9 | /r/LocalLLaMA/comments/1644pl9/what_is_with_all_of_the_different_versions_and/ | false | false | self | 7 | null |
Lemur-70B+Chat (LLaMA2-70b from Salesforce& HKU, trained on 100B code and 300K instructions; 61,5 HumanEval and promises the best code/natural language balance to date) | 45 | 2023-08-29T01:00:54 | https://www.xlang.ai/blog/openlemur | Ilforte | xlang.ai | 1970-01-01T00:00:00 | 0 | {} | 1643xh2 | false | null | t3_1643xh2 | /r/LocalLLaMA/comments/1643xh2/lemur70bchat_llama270b_from_salesforce_hku/ | false | false | 45 | {'enabled': False, 'images': [{'id': 'bWPD7m-qbWXCEVfPYfqpa6Y2FOzW7_XwntvGUXMqSTY', 'resolutions': [{'height': 71, 'url': 'https://external-preview.redd.it/YlKs7nvKOKe38Mg48pzcp4-pD2oQtXomioOQzwNcJ3Y.jpg?width=108&crop=smart&auto=webp&s=0abd0f1d5fd4073c535a331298c23b5eacfb05bf', 'width': 108}, {'height': 143, 'url': 'h... | ||
Creating smaller models from original LLaMA models | 1 | I want to create a smaller llama model using LLaMA2-7b-hf model. In particular, I’d like to decrease the number of layers and add skip connections in between specific layers. Can anyone help me to do this properly? | 2023-08-29T00:13:08 | https://www.reddit.com/r/LocalLLaMA/comments/1642ta2/creating_smaller_models_from_original_llama_models/ | Ornery-Young-7346 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1642ta2 | false | null | t3_1642ta2 | /r/LocalLLaMA/comments/1642ta2/creating_smaller_models_from_original_llama_models/ | false | false | self | 1 | null |
Going to MicroCenter tomorrow, looking for CPU advice (5700g, 5900x, 5950x) | 0 | I am ordering a B550 Ryzen motherboard, picking up a 4060 Ti, CPU, and RAM at MicroCenter. Everything else I already got.
I will have to run 30b models on CPU/RAM so I am wondering what the difference in IT/s will be based on the 5700g up to the 5950x (16 cores). I got RAM speed and capacity sorted out.
Advantage wit... | 2023-08-29T00:10:02 | https://www.reddit.com/r/LocalLLaMA/comments/1642qk6/going_to_microcenter_tomorrow_looking_for_cpu/ | -Automaticity | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1642qk6 | false | null | t3_1642qk6 | /r/LocalLLaMA/comments/1642qk6/going_to_microcenter_tomorrow_looking_for_cpu/ | false | false | self | 0 | null |
What have we done? | 4 | I was playing around with converting the base models into GGUF formats for quantization and wanted to test it out.
I've never done this before and I'm still in the learning process, e.g. I'm learning as much as I can from the low level details such as Statistical Inference, Batches, Populations, Samples, Training, et... | 2023-08-29T00:00:32 | https://www.reddit.com/r/LocalLLaMA/comments/1642hvg/what_have_we_done/ | teleprint-me | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1642hvg | false | null | t3_1642hvg | /r/LocalLLaMA/comments/1642hvg/what_have_we_done/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'p1OQrjMISSKCzz0zM0wJpjpGaxUwf_q2TuPjLZdSXFo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Bl6qBDhfN-e95sS9N2hpmDsL_06wk0ZJv56XQ5fD1Mo.jpg?width=108&crop=smart&auto=webp&s=5bacac40ed936863c4064f1a300ad95570a33a6a', 'width': 108}, {'height': 116, 'url': 'h... |
Nous hermes is lowkey kinda based | 2 | 2023-08-28T23:47:00 | zero-centurion | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 164261z | false | null | t3_164261z | /r/LocalLLaMA/comments/164261z/nous_hermes_is_lowkey_kinda_based/ | false | false | 2 | {'enabled': True, 'images': [{'id': 'usvEAZU4S9z4MrJWPC7nLwatjTdw-4iqum0eta68_9g', 'resolutions': [{'height': 7, 'url': 'https://preview.redd.it/tx43961buxkb1.png?width=108&crop=smart&auto=webp&s=0f38d139fd9cdeb8a63b1ae78a11208c40331adb', 'width': 108}, {'height': 14, 'url': 'https://preview.redd.it/tx43961buxkb1.png?w... | |||
Best NSFW model? | 122 | I just downloaded LM Studio yesterday and start using it today after being fed up with the limitations of ChatGpt and NovelAi, I am looking for a model that would provide NSFW fiction when asked and can run comfortably on a 3090, 10700k with 32gigs of ddr4 3200mhz pc.
I am also a little unclear on how the token and me... | 2023-08-28T23:46:30 | https://www.reddit.com/r/LocalLLaMA/comments/16425mk/best_nsfw_model/ | poet3991 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16425mk | false | null | t3_16425mk | /r/LocalLLaMA/comments/16425mk/best_nsfw_model/ | false | false | nsfw | 122 | null |
Phind may have stolen WizardLM's model! | 0 | I read this post in HuggingFace that put a possible scandal that Phind stolen WizadCoder model as their own: [https://huggingface.co/WizardLM/WizardCoder-Python-34B-V1.0/discussions/13#64ecff216d765d1e7d59c3c8](https://huggingface.co/WizardLM/WizardCoder-Python-34B-V1.0/discussions/13#64ecff216d765d1e7d59c3c8)
​... | 2023-08-28T22:19:15 | https://www.reddit.com/r/LocalLLaMA/comments/164003t/phind_may_have_stolen_wizardlms_model/ | GG9242 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 164003t | false | null | t3_164003t | /r/LocalLLaMA/comments/164003t/phind_may_have_stolen_wizardlms_model/ | false | false | 0 | {'enabled': False, 'images': [{'id': '_rEX1xvwdv17x6NFAWQpYFNONQ0BKA5Qw0Eo0JX0zWU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PUH10BjM5sFuvroA3mzy6AwPeP3T-kvtFLWUoE6Dho8.jpg?width=108&crop=smart&auto=webp&s=17279fa911dbea17f2a87e187f47ad903120ba87', 'width': 108}, {'height': 116, 'url': 'h... | |
HELP! I am completely uncertain what to do now! This is my first time building an AI locally and I think I've managed to almost get it to work, but im completely lost on what to do next. Anyone know what this SEGV means and how I can work around it? | 1 | 2023-08-28T21:39:55 | zero-centurion | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 163yz5e | false | null | t3_163yz5e | /r/LocalLLaMA/comments/163yz5e/help_i_am_completely_uncertain_what_to_do_now/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'cJ6F5SWv8S-q71Gvb97AODu20asF8Pqqdf_IsB4tE4A', 'resolutions': [{'height': 11, 'url': 'https://preview.redd.it/fo73d17g7xkb1.png?width=108&crop=smart&auto=webp&s=162413913ba5e1c3ed0c8ad8203fe6bedf55f4cd', 'width': 108}, {'height': 22, 'url': 'https://preview.redd.it/fo73d17g7xkb1.png?... | |||
Is Nvidia P106 worth it? | 3 | Now there are a lot of cheap P106-100 and P104-90 after mining. Most have 6 GB of memory, but there are also 8 GB versions.
​
Does it make sense to buy such a video card to accelerate a 32-core CPU (AMD EPYC 1st generation). I can put 2-3 such cards in the server. Will their memory summ up? | 2023-08-28T21:23:00 | https://www.reddit.com/r/LocalLLaMA/comments/163yiru/is_nvidia_p106_worth_it/ | Hatred_grows | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 163yiru | false | null | t3_163yiru | /r/LocalLLaMA/comments/163yiru/is_nvidia_p106_worth_it/ | false | false | self | 3 | null |
New markup language for LLMs ? | 1 | [removed] | 2023-08-28T21:01:25 | https://www.reddit.com/r/LocalLLaMA/comments/163xxju/new_markup_language_for_llms/ | Puzzleheaded_Mall546 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 163xxju | false | null | t3_163xxju | /r/LocalLLaMA/comments/163xxju/new_markup_language_for_llms/ | false | false | self | 1 | null |
Philip from AI Explained finds hundreds of errors on the MMLU test set | 136 | Since we aren't able to link to youtube just search for AI Explained. The MMLU errors section starts at 13:50. Very surprising how blatant these errors are and makes you wonder how many total questions are bad. I totally agree with him that we need the top AI companies to fund an independent team that can create new te... | 2023-08-28T20:29:31 | https://www.reddit.com/r/LocalLLaMA/comments/163x2wc/philip_from_ai_explained_finds_hundreds_of_errors/ | jd_3d | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 163x2wc | false | null | t3_163x2wc | /r/LocalLLaMA/comments/163x2wc/philip_from_ai_explained_finds_hundreds_of_errors/ | false | false | self | 136 | null |
Is RAM in dual channel mode of any advantage for GGML? | 3 | Has anyone measured a difference? | 2023-08-28T20:28:58 | https://www.reddit.com/r/LocalLLaMA/comments/163x2cz/is_ram_in_dual_channel_mode_of_any_advantage_for/ | 1PLENTOR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 163x2cz | false | null | t3_163x2cz | /r/LocalLLaMA/comments/163x2cz/is_ram_in_dual_channel_mode_of_any_advantage_for/ | false | false | self | 3 | null |
Platypus 2 instruct question | 1 | I am trying to understand more about the various LLMs on the leaderboard. Was the Platypus 2 instruct model based on the uncensored Llama 2, and fine tuned for chat? I am looking at the 70b model in particular. Thanks. | 2023-08-28T20:28:55 | https://www.reddit.com/r/LocalLLaMA/comments/163x2b4/platypus_2_instruct_question/ | 99OG121314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 163x2b4 | false | null | t3_163x2b4 | /r/LocalLLaMA/comments/163x2b4/platypus_2_instruct_question/ | false | false | self | 1 | null |
[ UniteAI ] now puts CodeLlama2 directly in any text editor. | 1 | 2023-08-28T20:25:58 | https://github.com/freckletonj/uniteai/releases/tag/v0.3.1 | BayesMind | github.com | 1970-01-01T00:00:00 | 0 | {} | 163wziy | false | null | t3_163wziy | /r/LocalLLaMA/comments/163wziy/uniteai_now_puts_codellama2_directly_in_any_text/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'p34_lcRKvcBasEHkcUNJ59fbmxgDFGS5QR_gLS3-2VA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/j9Ys3VeHkiAMrWm0eI5T761hI6M3Zaz59OuJCiYYEn8.jpg?width=108&crop=smart&auto=webp&s=8e514f1fb23045a5b4cbac7d1dbb0d6b2871534a', 'width': 108}, {'height': 108, 'url': 'h... | ||
Unable to train LLaMA2-7B-HF in an RTX 3050 | 2 | I have an RTX 3050, which has 8GB of VRAM, I am trying to fit LLaMA2-7B-HF ([https://huggingface.co/NousResearch/Llama-2-7b-hf](https://huggingface.co/NousResearch/Llama-2-7b-hf)) and I am using the script provided in: [https://blog.ovhcloud.com/fine-tuning-llama-2-models-using-a-single-gpu-qlora-and-ai-notebooks/](htt... | 2023-08-28T20:03:18 | https://www.reddit.com/r/LocalLLaMA/comments/163wdv6/unable_to_train_llama27bhf_in_an_rtx_3050/ | CollectionFar336 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 163wdv6 | false | null | t3_163wdv6 | /r/LocalLLaMA/comments/163wdv6/unable_to_train_llama27bhf_in_an_rtx_3050/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'HjGSjZI8dBLVEA1Lx65-m4lW3NfueWrLmfUQ1-ikf4A', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/2NGCPXNa0waQswAurOwwPfpLflElyAneeymSiKhdeCo.jpg?width=108&crop=smart&auto=webp&s=786665ed6411364153658b581bd153d4f44f9f26', 'width': 108}, {'height': 116, 'url': 'h... |
LLMs for writing documentation for codebases? | 6 | As in "I give you the function signature - you give me the function and parameter descriptions". WizardLM isn't bad, but are there any better options that I miss? | 2023-08-28T20:00:37 | https://www.reddit.com/r/LocalLLaMA/comments/163wb3o/llms_for_writing_documentation_for_codebases/ | whosDatAgain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 163wb3o | false | null | t3_163wb3o | /r/LocalLLaMA/comments/163wb3o/llms_for_writing_documentation_for_codebases/ | false | false | self | 6 | null |
MMLU has been broken | 1 | [removed] | 2023-08-28T19:45:30 | https://www.reddit.com/r/LocalLLaMA/comments/163vx0w/mmlu_has_been_broken/ | AloneInTheWhole | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 163vx0w | false | null | t3_163vx0w | /r/LocalLLaMA/comments/163vx0w/mmlu_has_been_broken/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '7cx8_cZRGqoaHlj-gl-Bx293a4AZFUVn4loTOc9g6yg', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/AaeydG2Tq6wKD_8l7Iqvaa4OuW-UXoQsgafpLUAfEcI.jpg?width=108&crop=smart&auto=webp&s=a41890d7f401eef68d2cc83d78a1288e3254b879', 'width': 108}, {'height': 162, 'url': 'h... |
Zero shot classification of GPT 3.5 is way better than Llama 2 | 0 | I have a set of reviews about different sections of an application. I asked ChatGPT3.5 as well as Llama 2 13b models to do zero shot classification on each sentence and find which categories (from 50 categories) each sentence belong. ChatGPT3.5 always selects proper classes whereas the Llama 2 selects irrelevant classe... | 2023-08-28T19:44:22 | https://www.reddit.com/r/LocalLLaMA/comments/163vvz1/zero_shot_classification_of_gpt_35_is_way_better/ | zech1989 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 163vvz1 | false | null | t3_163vvz1 | /r/LocalLLaMA/comments/163vvz1/zero_shot_classification_of_gpt_35_is_way_better/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'Dlc95NFX9uTY5x7_N7pKj6bznFzrSjC_bbZcnV9G4XI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/IR_a9HekcOVCfa2YUOCYNA3rThL2uAKgc_xsNCvj_Pc.jpg?width=108&crop=smart&auto=webp&s=c1db89e1d4040bcd162ad912e967028ce18e0974', 'width': 108}, {'height': 108, 'url': 'h... |
Introducing IDEFICS: An Open Reproduction of State-of-the-art Visual Langage Model (Locally runnable LLM that can take images as input and discuss them like GPT4, supports LoRA and quantization) | 1 | [removed] | 2023-08-28T19:07:59 | https://huggingface.co/blog/idefics | Bedebao | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 163ux9m | false | null | t3_163ux9m | /r/LocalLLaMA/comments/163ux9m/introducing_idefics_an_open_reproduction_of/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'ipgHprpmG4dSF2p8aBvTD1xMlwtAwsrQrqRGKYw6oF4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ZDb71EouUE8B5q3Qm1bYXSHFBYAl-fC6Aj4nsZK8_5k.jpg?width=108&crop=smart&auto=webp&s=e1e6a8f78b4970be9b54a4227252b6dcb990db33', 'width': 108}, {'height': 108, 'url': 'h... |
Fine-tuning LLM on images and tabular data | 3 | I have a dataset containing images and tabular data. Additionally to this data I have text (sentences). I want to fine-tune a LLM to generate the text from the two input modalities (images and tabular data).
I thought abou using a LLaMA model do this task but I cannot find any good resources to accomplish this task. Ma... | 2023-08-28T19:04:49 | https://www.reddit.com/r/LocalLLaMA/comments/163uu77/finetuning_llm_on_images_and_tabular_data/ | Evening-Text4925 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 163uu77 | false | null | t3_163uu77 | /r/LocalLLaMA/comments/163uu77/finetuning_llm_on_images_and_tabular_data/ | false | false | self | 3 | null |
Alright. I think I'm going to try codellama-python with a bigger model. | 82 | 2023-08-28T19:02:48 | Factemius | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 163us73 | false | null | t3_163us73 | /r/LocalLLaMA/comments/163us73/alright_i_think_im_going_to_try_codellamapython/ | false | false | 82 | {'enabled': True, 'images': [{'id': 'gHrRjdCap35rp9x87XFc7-XYMfnCuWDFbp7DAr6rTxE', 'resolutions': [{'height': 41, 'url': 'https://preview.redd.it/jw0z66jmfwkb1.png?width=108&crop=smart&auto=webp&s=5332dec80f661a54e898d7360c9ec67c502c9585', 'width': 108}, {'height': 82, 'url': 'https://preview.redd.it/jw0z66jmfwkb1.png?... |
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