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Help a noob? "Chatting" with my documents on pc | 3 | Can you help me? I'm experienced in both linux and windows but a noob to AI/machine learning... I discovered localGPT and wanted to try using it to query my documents (scientific and medical papers) on my desktop pc.
I'm not sure if I understand correctly, I should choose a Retrieval model from huggingface and set EMB... | 2024-02-06T09:25:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ak5umq/help_a_noob_chatting_with_my_documents_on_pc/ | TheGlobinKing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak5umq | false | null | t3_1ak5umq | /r/LocalLLaMA/comments/1ak5umq/help_a_noob_chatting_with_my_documents_on_pc/ | false | false | self | 3 | null |
Best rag framework with local llm | 5 | Der community I have been following this community for months and now wanted to take the chance to ask the spearheads of this great community about the best framework for local RAG. I want to connect the rag with my locally hosted lm studio api. Thanks all! | 2024-02-06T09:02:04 | https://www.reddit.com/r/LocalLLaMA/comments/1ak5jfc/best_rag_framework_with_local_llm/ | janhp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak5jfc | false | null | t3_1ak5jfc | /r/LocalLLaMA/comments/1ak5jfc/best_rag_framework_with_local_llm/ | false | false | self | 5 | null |
Idea: indexing and smart searching local photo database | 4 | I really like that I can roughly search on google photos with text. Because of face recognition for persons but than also for food pictures or landscapes objects, places and so on
But wouldnt it be possible now that I run something like llava 1.6 over my local photos and store the description in some kind of database ... | 2024-02-06T08:15:04 | https://www.reddit.com/r/LocalLLaMA/comments/1ak4wxn/idea_indexing_and_smart_searching_local_photo/ | top115 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak4wxn | false | null | t3_1ak4wxn | /r/LocalLLaMA/comments/1ak4wxn/idea_indexing_and_smart_searching_local_photo/ | false | false | self | 4 | null |
Embedding Visualization | 1 | [removed] | 2024-02-06T07:52:33 | https://www.reddit.com/r/LocalLLaMA/comments/1ak4lq2/embedding_visualization/ | Savings_Scholar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak4lq2 | false | null | t3_1ak4lq2 | /r/LocalLLaMA/comments/1ak4lq2/embedding_visualization/ | false | false | self | 1 | null |
Can you guys load a 4-quant, miqu or Smaug-72B on a dual 3090 setup? | 3 | Hello,
I can't seem to be able to reliably load in dual 3090 setup these models, I always get out of memory.
I am now struggling with AWQ version of Smaug-72B. Even if I limit the RAM to 10GB for second GPU (GPU1), it still goes overboard.
Has anyone successfully run MoMo72B, Miqu or Smaug-72B on 48GB vram?
Ȁ... | 2024-02-06T07:51:45 | https://www.reddit.com/r/LocalLLaMA/comments/1ak4las/can_you_guys_load_a_4quant_miqu_or_smaug72b_on_a/ | shaman-warrior | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak4las | false | null | t3_1ak4las | /r/LocalLLaMA/comments/1ak4las/can_you_guys_load_a_4quant_miqu_or_smaug72b_on_a/ | false | false | self | 3 | null |
Miqu 70b awq | 2 | I can't seem to find Miqu 70b awq ? am I missing something is it not possible to quant it in awq?
I desperately keen to try this :)
| 2024-02-06T07:25:35 | https://www.reddit.com/r/LocalLLaMA/comments/1ak4833/miqu_70b_awq/ | LeeBristol | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak4833 | false | null | t3_1ak4833 | /r/LocalLLaMA/comments/1ak4833/miqu_70b_awq/ | false | false | self | 2 | null |
How are large datasets created for LLMs? | 6 | Hey, everybody. I always had a question about how datasets are created for training/fine tuning LLM. Let's say you don't have GPT3 or GPT4 to create a synthetic dataset and you need to create a GPT4 dataset from scratch. How do you do that?
I have a suggestion that first you take raw chunks of various texts and code ... | 2024-02-06T07:12:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ak413d/how_are_large_datasets_created_for_llms/ | kuzheren | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak413d | false | null | t3_1ak413d | /r/LocalLLaMA/comments/1ak413d/how_are_large_datasets_created_for_llms/ | false | false | self | 6 | null |
FineTune DeepSeek Coder on a private coding dataset. | 3 | Hello, I have been trying to finetune deepseek model for coding tasks related to my organisation. As I am not really a expert at this, could you people please help me a little. The main issue is that I think my model is overfitting and when it sees a new prompt that was not in the training dataset, it just outputs gibb... | 2024-02-06T07:11:12 | https://www.reddit.com/r/LocalLLaMA/comments/1ak40ib/finetune_deepseek_coder_on_a_private_coding/ | One-Difficulty3149 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak40ib | false | null | t3_1ak40ib | /r/LocalLLaMA/comments/1ak40ib/finetune_deepseek_coder_on_a_private_coding/ | false | false | self | 3 | null |
Free Chat GPT Guide to Prompt Engineering + Secret Tip Taken From Coding | 1 | [removed] | 2024-02-06T07:01:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ak3uxx/free_chat_gpt_guide_to_prompt_engineering_secret/ | Chris12816 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak3uxx | false | null | t3_1ak3uxx | /r/LocalLLaMA/comments/1ak3uxx/free_chat_gpt_guide_to_prompt_engineering_secret/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'IXfpy1GhsV-LFrzb2cI_OhZJ89RrH6IDF003lUlDFGc', 'resolutions': [{'height': 69, 'url': 'https://external-preview.redd.it/iVEGzmKFOII8Sz1x6uZzbaCCp2AH-SeVtuuhdrOjWso.jpg?width=108&crop=smart&auto=webp&s=5c772f0ddd0db94247f5ec8dab1b58f7e0a4c775', 'width': 108}, {'height': 139, 'url': 'h... |
Want to know more about uncensored and censored LLMs | 1 | [removed] | 2024-02-06T06:05:28 | https://www.reddit.com/r/LocalLLaMA/comments/1ak2ys8/want_to_know_more_about_uncensored_and_censored/ | Curious_Cantaloupe65 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak2ys8 | false | null | t3_1ak2ys8 | /r/LocalLLaMA/comments/1ak2ys8/want_to_know_more_about_uncensored_and_censored/ | false | false | self | 1 | null |
RAM Memory Bandwidth measurement numbers (for both Intel and AMD with instructions on how to measure your system) | 36 | I couldn't find a good list of real-world memory bandwidth measurements so I figured we could make our own list (with the communities help). If you'd like to add a data point: download the Intel Memory Latency Checker [here](https://www.intel.com/content/www/us/en/download/736633/intel-memory-latency-checker-intel-mlc.... | 2024-02-06T05:32:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ak2f1v/ram_memory_bandwidth_measurement_numbers_for_both/ | jd_3d | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak2f1v | false | null | t3_1ak2f1v | /r/LocalLLaMA/comments/1ak2f1v/ram_memory_bandwidth_measurement_numbers_for_both/ | false | false | self | 36 | {'enabled': False, 'images': [{'id': '7wlnlsb1p8kqETD6MDhVPbujRAXC14mk8BJ3S2O8fCg', 'resolutions': [{'height': 71, 'url': 'https://external-preview.redd.it/9kvkElkjCml_oqzwSG9LyBWhOX62XNKBBBbALG7pz7w.jpg?width=108&crop=smart&auto=webp&s=7d1c58700a539381ff7696c4fc957c68fa7a871a', 'width': 108}, {'height': 142, 'url': 'h... |
How to stop hallucination in summary generation? | 1 | [removed] | 2024-02-06T05:29:48 | https://www.reddit.com/r/LocalLLaMA/comments/1ak2dch/how_to_stop_hallucination_in_summary_generation/ | todaysgamer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak2dch | false | null | t3_1ak2dch | /r/LocalLLaMA/comments/1ak2dch/how_to_stop_hallucination_in_summary_generation/ | false | false | self | 1 | null |
PCIe 5.0 SSD for big models? | 5 | See comments that DDR5 memory on computers is held back due to mother boards not allowing full memory bandwidth.
Tried searching this sub and see lots of talk about PCIe 5.0 and gpus and memory but I was wondering would running the latest PCIe 5.0 SSD's with a transfer rate of 14GB be enough to make large models usab... | 2024-02-06T05:03:23 | https://www.reddit.com/r/LocalLLaMA/comments/1ak1x7i/pcie_50_ssd_for_big_models/ | BarnacleMajestic6382 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak1x7i | false | null | t3_1ak1x7i | /r/LocalLLaMA/comments/1ak1x7i/pcie_50_ssd_for_big_models/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'NBP7TFlO-RHdHHIU2hmAQgQhL3j5gLZdpSsISKkStIU', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/2v-S9Itosw4DuaMRPs_qyoKBGawKxcu5uRHSsgoS-Hw.jpg?width=108&crop=smart&auto=webp&s=bb1cb18461dd17141835bb5de52799c6b5f91165', 'width': 108}, {'height': 144, 'url': 'h... |
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models | 49 | >To help the open-source community have a better understanding of Mixture-of-Experts (MoE) based large language models (LLMs), we train and release OpenMoE, a series of fully open-sourced and reproducible decoder-only MoE LLMs, ranging from 650M to 34B parameters and trained on up to over 1T tokens. Our investigation c... | 2024-02-06T04:47:58 | https://arxiv.org/abs/2402.01739 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1ak1n4z | false | null | t3_1ak1n4z | /r/LocalLLaMA/comments/1ak1n4z/openmoe_an_early_effort_on_open_mixtureofexperts/ | false | false | default | 49 | null |
BlackMamba: Mixture of Experts for State-Space Models | 33 | >State-space models (SSMs) have recently demonstrated competitive performance to transformers at large-scale language modeling benchmarks while achieving linear time and memory complexity as a function of sequence length. Mamba, a recently released SSM model, shows impressive performance in both language modeling and l... | 2024-02-06T04:33:58 | https://arxiv.org/abs/2402.01771 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1ak1e4f | false | null | t3_1ak1e4f | /r/LocalLLaMA/comments/1ak1e4f/blackmamba_mixture_of_experts_for_statespace/ | false | false | default | 33 | null |
Can someone help me understand "streaming"? | 2 | I am losing my mind trying to figure out why my chatbot starts crawling in it's chat output.
I am using [https://github.com/imartinez/privateGPT/blob/main/settings.yaml](https://github.com/imartinez/privateGPT/blob/main/settings.yaml)
I'm using an NVIDIA A40 GPU, and this is running in a podman container.
Since at... | 2024-02-06T04:19:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ak14rt/can_someone_help_me_understand_streaming/ | ICanSeeYou7867 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak14rt | false | null | t3_1ak14rt | /r/LocalLLaMA/comments/1ak14rt/can_someone_help_me_understand_streaming/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'B3LQtlr-4FRdDo-rPfbQ4-J1V4gKKG4ypssqHvyoK9I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SFRxMA6Ic4KJpbzN2gMaWBJt4X0Z8UxtPpvLpDJ_iY8.jpg?width=108&crop=smart&auto=webp&s=25e3a8b44a1bbf8a24ea529a87255380efacd941', 'width': 108}, {'height': 108, 'url': 'h... |
Gaining Insights from My Fine-Tuned Llama2 model | 5 | Hi guys,
I'm a beginner with using LLMs and I'm working on fine-tuning the Llama-2-7b-chat model for my application, which basically involved binary classification. I would like to see the insights that this model gained. For example, what portions of the inputs did it pay more attention to in order to generate the o... | 2024-02-06T04:00:18 | https://www.reddit.com/r/LocalLLaMA/comments/1ak0rq9/gaining_insights_from_my_finetuned_llama2_model/ | Dazzling-Candle5118 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak0rq9 | false | null | t3_1ak0rq9 | /r/LocalLLaMA/comments/1ak0rq9/gaining_insights_from_my_finetuned_llama2_model/ | false | false | self | 5 | null |
New model from DeepSeek: DeepSeekMath 7b | 52 | [https://huggingface.co/deepseek-ai/deepseek-math-7b-instruct](https://huggingface.co/deepseek-ai/deepseek-math-7b-instruct)
​
Isn't math LLM a dead end? | 2024-02-06T03:48:23 | https://www.reddit.com/r/LocalLLaMA/comments/1ak0ju2/new_model_from_deepseek_deepseekmath_7b/ | DrVonSinistro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak0ju2 | false | null | t3_1ak0ju2 | /r/LocalLLaMA/comments/1ak0ju2/new_model_from_deepseek_deepseekmath_7b/ | false | false | self | 52 | {'enabled': False, 'images': [{'id': 'aCkC7zKeN1YoUTpi51jNolb_Pzoq3KWcUre1ZKNO0w4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/yIVgIkkfSPHxqo_R2jBIxug-OIqJUsLi1EubUg4dtJc.jpg?width=108&crop=smart&auto=webp&s=f560e8b903ffcaf009c20780d160840c30a78d77', 'width': 108}, {'height': 116, 'url': 'h... |
Best way to query/chat with your local pdf's? | 6 | I have a ton of PDF's on a particular subject of interest that I've collected over the years, and would like an LLM interface to their content. What's the best way to set that up now? Ollama? GPT4All? oobabooga? Something else? | 2024-02-06T03:34:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ak0a2x/best_way_to_querychat_with_your_local_pdfs/ | SkyMarshal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak0a2x | false | null | t3_1ak0a2x | /r/LocalLLaMA/comments/1ak0a2x/best_way_to_querychat_with_your_local_pdfs/ | false | false | self | 6 | null |
LLM and Paperspace | 2 | Hi guys, I just started messing around with LLMs and I'm kind of a newbie to this whole thing, apologies if this isn't the place to ask this question.
I'm trying to upload a model to paperspace and run it with kobold (which I can't seem to upload because it cancels each time, 9.5gb file). I had it running in google c... | 2024-02-06T02:53:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ajzhjc/llm_and_paperspace/ | Independent-Two-8286 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajzhjc | false | null | t3_1ajzhjc | /r/LocalLLaMA/comments/1ajzhjc/llm_and_paperspace/ | false | false | self | 2 | null |
[Model Release] Quyen | 102 | **Quyen** is our first flagship LLM series based on the **Qwen1.5** family. We introduced 6 different versions:
* **Quyen-SE (0.5B)**
* **Quyen-Mini (1.8B)**
* **Quyen (4B)**
* **Quyen-Plus (7B)**
* **Quyen-Pro (14B)**
* **Quyen-Pro-Max (72B)**
All models were trained with SFT and DPO using the following dataset:
* ... | 2024-02-06T02:49:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ajzegx/model_release_quyen/ | quan734 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajzegx | false | null | t3_1ajzegx | /r/LocalLLaMA/comments/1ajzegx/model_release_quyen/ | false | false | self | 102 | {'enabled': False, 'images': [{'id': '73OZsZF_IOG8elXH65-kdWqf_KUSjabAIGA8E19JUsI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/UYPG5lj2qTLuDIrBdtKtdndxxQOE9pR7dpz_5UVIKbg.jpg?width=108&crop=smart&auto=webp&s=a31cc4e5a3b6fd358ab69b16b16d4eff0a7cdf57', 'width': 108}, {'height': 116, 'url': 'h... |
Are there any fine-tuned llama models out there that have up to date fangraphs data (Major league baseball advanced stats)? | 1 | Was going to train a model myself and have the model make some inferences for me as an experiment but if there is already currently a model floating around why reinvent the wheel. | 2024-02-06T02:37:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ajz5sj/are_there_any_finetuned_llama_models_out_there/ | RainbowUnicorns | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajz5sj | false | null | t3_1ajz5sj | /r/LocalLLaMA/comments/1ajz5sj/are_there_any_finetuned_llama_models_out_there/ | false | false | self | 1 | null |
[Urgent] Need help regarding why fine-tuning isn't working | 1 | Hi all,
I am recently fine-tuning my deepseek 7b coder instruct model, and for some reason, it just cannot seem to learn anything. Even if I input something from the training set, it fails to pick up anything related. Ok, fair enough, perhaps the dataset is too complicated. So i want to re-test on something that shows... | 2024-02-06T02:26:47 | https://www.reddit.com/r/LocalLLaMA/comments/1ajyxsb/urgent_need_help_regarding_why_finetuning_isnt/ | plsendfast | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajyxsb | false | null | t3_1ajyxsb | /r/LocalLLaMA/comments/1ajyxsb/urgent_need_help_regarding_why_finetuning_isnt/ | false | false | self | 1 | null |
[Model Release] Sparsetral | 374 | Introducing Sparsetral, a sparse MoE model made from the dense model mistral. For more information on the theory, here is the original paper ([Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks](https://arxiv.org/abs/2401.02731)). Here is the original repo tha... | 2024-02-06T00:32:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ajwijf/model_release_sparsetral/ | kittenkrazy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajwijf | false | null | t3_1ajwijf | /r/LocalLLaMA/comments/1ajwijf/model_release_sparsetral/ | false | false | self | 374 | null |
Anybody tried Codellama-70B, SQLCoder-70B; SQLCoder-7B? And Alphacodium framework? And perplexing HumanEval scores | 8 | I'm quite a bit confused on HumanEval scores fx. Gemini Ultra score is said to be 74.4 0-shot and GPT-4 from March only 67 the same as CodeLLaMA-70B. While WizardCoder-33B-v1.1 gets a score of 79.9. I feel like something is wrong here, and GPT-4 from May gets apparently 88.4. | 2024-02-06T00:31:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ajwhc8/anybody_tried_codellama70b_sqlcoder70b_sqlcoder7b/ | Consistent_Bit_3295 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajwhc8 | false | null | t3_1ajwhc8 | /r/LocalLLaMA/comments/1ajwhc8/anybody_tried_codellama70b_sqlcoder70b_sqlcoder7b/ | false | false | self | 8 | null |
Memoir+ | 115 | I have been working on a long term memory module for oobabooga/text-generation-webui, I am finally at the point that I have a stable release and could use more help testing. The main goal of the system is that it uses an internal Ego persona to record the summaries of the conversation as they are happening, then recall... | 2024-02-06T00:14:28 | https://www.reddit.com/r/LocalLLaMA/comments/1ajw457/memoir/ | freedom2adventure | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajw457 | false | null | t3_1ajw457 | /r/LocalLLaMA/comments/1ajw457/memoir/ | false | false | self | 115 | {'enabled': False, 'images': [{'id': 'np-QGK9hNpnQQeyfRSQOg3I9nyYO-xQz8urjqKm-RMc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/6dLpIS5Plqzs_JCGCxd-FC6pyYmxrtBgHLhPAxmCdnw.jpg?width=108&crop=smart&auto=webp&s=72827e0e0b752f7cd40e8ce661f680147dc91f39', 'width': 108}, {'height': 108, 'url': 'h... |
Cheap RTX3090 Build under $1000 | 1 | [removed] | 2024-02-05T23:41:50 | https://www.reddit.com/r/LocalLLaMA/comments/1ajvd6o/cheap_rtx3090_build_under_1000/ | qtdsswk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajvd6o | false | null | t3_1ajvd6o | /r/LocalLLaMA/comments/1ajvd6o/cheap_rtx3090_build_under_1000/ | false | false | 1 | null | |
I can't get TinyLlama to predict EOS token | 1 | I am working thru a Lora exepriment, where i'm taking a tiny llama and finetunning it into chat. The problem is that it does not predict EOS token. The first part of reply does appear to be relevant, but the rest is just going on and on to the max tokens. What am I doing wrong?
​
**Details:**
Base model: T... | 2024-02-05T23:41:06 | https://www.reddit.com/r/LocalLLaMA/comments/1ajvckg/i_cant_get_tinyllama_to_predict_eos_token/ | elijahww | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajvckg | false | null | t3_1ajvckg | /r/LocalLLaMA/comments/1ajvckg/i_cant_get_tinyllama_to_predict_eos_token/ | false | false | self | 1 | null |
Do you think there will ever be a time where we reach GPT 3.5 quality LLMs in under 1 billion parameters? | 1 | [removed] | 2024-02-05T23:02:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ajufy0/do_you_think_there_will_ever_be_a_time_where_we/ | Piper8x7b | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajufy0 | false | null | t3_1ajufy0 | /r/LocalLLaMA/comments/1ajufy0/do_you_think_there_will_ever_be_a_time_where_we/ | false | false | default | 1 | null |
What do Q4_0, Q4_K_M, and Q4_K_S mean? | 1 | [removed] | 2024-02-05T22:57:03 | https://www.reddit.com/r/LocalLLaMA/comments/1ajualk/what_do_q4_0_q4_k_m_and_q4_k_s_mean/ | Pitiful-You-8410 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajualk | false | null | t3_1ajualk | /r/LocalLLaMA/comments/1ajualk/what_do_q4_0_q4_k_m_and_q4_k_s_mean/ | false | false | self | 1 | null |
What's the best free/open-source memory bandwidth benchmarking software? | 13 | It would be great to get a list of various computer configurations from this sub and the real-world memory bandwidth speeds people are getting (for various CPU/RAM configs as well as GPUs). I did some searching but couldn't find a simple to use benchmarking program. If there is a good tool I'd be happy to compile a lis... | 2024-02-05T21:38:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ajsdwy/whats_the_best_freeopensource_memory_bandwidth/ | jd_3d | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajsdwy | false | null | t3_1ajsdwy | /r/LocalLLaMA/comments/1ajsdwy/whats_the_best_freeopensource_memory_bandwidth/ | false | false | self | 13 | null |
How do I know when to send a photo to a user? | 1 | [removed] | 2024-02-05T21:33:25 | https://www.reddit.com/r/LocalLLaMA/comments/1ajs9ee/how_do_i_know_when_to_send_a_photo_to_a_user/ | Big_Art5869 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajs9ee | false | null | t3_1ajs9ee | /r/LocalLLaMA/comments/1ajs9ee/how_do_i_know_when_to_send_a_photo_to_a_user/ | false | false | self | 1 | null |
Replicating OpenAI Assistants with open-source? | 7 | Is there a solution out there that makes it easy to replicate openAI Assistants from an open-source model? My particular area of interest is in the function calling and conversation context management. When I say function calling I'm specifically referring to multi-turn function calling where functions can be interdepe... | 2024-02-05T21:05:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ajrk4q/replicating_openai_assistants_with_opensource/ | MonkeyMaster64 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajrk4q | false | null | t3_1ajrk4q | /r/LocalLLaMA/comments/1ajrk4q/replicating_openai_assistants_with_opensource/ | false | false | self | 7 | null |
Prompt that returns music tags | 1 | I have a huge amount of music tracks tagged by another ML system which tags them with genre, mood, energy and a bunch of other data points. Currently users can browse the catalog by filtering using these tags.
I am now looking to implement a LLM that converts a prompt into returning which tags are most appropriate to... | 2024-02-05T20:43:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ajr0fp/prompt_that_returns_music_tags/ | wrenchse | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajr0fp | false | null | t3_1ajr0fp | /r/LocalLLaMA/comments/1ajr0fp/prompt_that_returns_music_tags/ | false | false | self | 1 | null |
Which model may work with high opinionated reviews? | 1 | I'm trying to figure out a solution that can generate highly opinionated reviews from a pool of
a) User reviews
b) Content (for example, a book)
c) Sentiments
Basically, trained with all this content, it should be able to generate like the definitive review, very opinionated, highlighting the most prominent aspects... | 2024-02-05T19:52:59 | https://www.reddit.com/r/LocalLLaMA/comments/1ajpr6m/which_model_may_work_with_high_opinionated_reviews/ | SirLouen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajpr6m | false | null | t3_1ajpr6m | /r/LocalLLaMA/comments/1ajpr6m/which_model_may_work_with_high_opinionated_reviews/ | false | false | default | 1 | null |
NaturalSql: A series of top performing Text to SQL LLMs | 13 | 2024-02-05T19:48:22 | https://github.com/cfahlgren1/natural-sql | RemoveInvasiveEucs | github.com | 1970-01-01T00:00:00 | 0 | {} | 1ajpmwo | false | null | t3_1ajpmwo | /r/LocalLLaMA/comments/1ajpmwo/naturalsql_a_series_of_top_performing_text_to_sql/ | false | false | 13 | {'enabled': False, 'images': [{'id': 'V_AgkDtg16bmBeU_-c13rKlA2akI_f6_ZWrLXcJ_lrg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/xHtFQI8MMNidOkbOm_afa07GLYeHIsQQnM6WMKPC9iI.jpg?width=108&crop=smart&auto=webp&s=a7ddb12ddb24e6f231e71dc5df5369396b38d439', 'width': 108}, {'height': 108, 'url': 'h... | ||
New Model: Qwen 1.5 from Alibaba Released (0.5B, 1.8B, 4B, 7B, 14B, and 72B) | 3 | 77.5 on MMLU which beats Mixtral and only behind GPT4.
Hopefully this gets added on lymsys soon so we get real comparisons, don't trust leaderboards much these days. Also it's not Apache 2.0 but their own custom license. Also, from any Chinese model, there is alignment with the CCP.
[https://qwenlm.github.io/blog/qwe... | 2024-02-05T19:04:23 | https://www.reddit.com/r/LocalLLaMA/comments/1ajojim/new_model_qwen_15_from_alibaba_released_05b_18b/ | shouryannikam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajojim | false | null | t3_1ajojim | /r/LocalLLaMA/comments/1ajojim/new_model_qwen_15_from_alibaba_released_05b_18b/ | false | false | self | 3 | null |
new to the LLM thing | 1 | I am a disabled man and just found out about LLMs. I know this question has been asked a million times but I want to find a good NSFW model that I could run on a Windows 10 tablet. | 2024-02-05T19:01:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ajoh8n/new_to_the_llm_thing/ | Woodenhippy_970 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajoh8n | false | null | t3_1ajoh8n | /r/LocalLLaMA/comments/1ajoh8n/new_to_the_llm_thing/ | false | false | self | 1 | null |
How good are your (reasoning) LoRAs? Do they actually control the text? | 4 | Not interested in creative.
I am mostly looking to make a LoRA that will give me single word answers. For instance "Is X related to Y? Answer: No.'
So far I've been unsuccessful in training. I can train and make a LoRA do weird stuff, or nothing, but I can't get it in a rigid format. | 2024-02-05T18:41:06 | https://www.reddit.com/r/LocalLLaMA/comments/1ajnyfp/how_good_are_your_reasoning_loras_do_they/ | pr1vacyn0eb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajnyfp | false | null | t3_1ajnyfp | /r/LocalLLaMA/comments/1ajnyfp/how_good_are_your_reasoning_loras_do_they/ | false | false | self | 4 | null |
Laptop models that can run llama 2 fast | 1 | [removed] | 2024-02-05T18:38:48 | https://www.reddit.com/r/LocalLLaMA/comments/1ajnwbz/laptop_models_that_can_run_llama_2_fast/ | interestingfunnyjoke | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajnwbz | false | null | t3_1ajnwbz | /r/LocalLLaMA/comments/1ajnwbz/laptop_models_that_can_run_llama_2_fast/ | false | false | self | 1 | null |
What's the best 7b model on Ollama right now? [Feb 2024] | 44 | I think this question should be discussed every month. If applicable, please separate out your best models by use case. Specifically Ollama because that's the easiest way to build with LLMs right now.
* Best overall / general use
* Best for coding
* Best for RAG
* Best conversational (chatbot applications)
* Best u... | 2024-02-05T18:23:37 | https://www.reddit.com/r/LocalLLaMA/comments/1ajnitq/whats_the_best_7b_model_on_ollama_right_now_feb/ | shouryannikam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajnitq | false | null | t3_1ajnitq | /r/LocalLLaMA/comments/1ajnitq/whats_the_best_7b_model_on_ollama_right_now_feb/ | false | false | self | 44 | null |
Renting GPU time (vast AI) is much more expensive than APIs (openai, m, anth) | 82 | So, I've heard the hype like everyone else that local is getting close to openAI standard. Which is great, however, openai API keeps coming down in price.
I thought that maybe renting GPU's would be a good way to experiment, but even that has been pricy.
For example, 48-80gb (basically what you need for a 70b) cos... | 2024-02-05T18:22:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ajnhs1/renting_gpu_time_vast_ai_is_much_more_expensive/ | RMCPhoto | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajnhs1 | false | null | t3_1ajnhs1 | /r/LocalLLaMA/comments/1ajnhs1/renting_gpu_time_vast_ai_is_much_more_expensive/ | false | false | self | 82 | null |
Security isolation and risk of malware | 3 | Hi all,
I was wondering which measures do you suggest or do you have in place to run LLMs.
Extreme 1: Virtual machine you ssh into, command line Linux in it.
Pros:
- Best isolation. What happens inside, stays inside, [barring super-rare exceptions](https://en.wikipedia.org/wiki/Virtual_machine_escape).
Cons:
- You ... | 2024-02-05T18:00:39 | https://www.reddit.com/r/LocalLLaMA/comments/1ajmxmy/security_isolation_and_risk_of_malware/ | x54675788 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajmxmy | false | null | t3_1ajmxmy | /r/LocalLLaMA/comments/1ajmxmy/security_isolation_and_risk_of_malware/ | false | false | self | 3 | null |
Are there any local LLM platforms that support internet lookup/search? | 16 | I have successfully used LM Studio, Koboldcpp, and gpt4all on my desktop setup and I like gpt4all's support for localdocs. I haven't been able to find any platforms that utilize the internet for searching/retrieving data in the way chatgpt allows. Anyone know of any projects that do this? | 2024-02-05T17:41:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ajmfj8/are_there_any_local_llm_platforms_that_support/ | Judacis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajmfj8 | false | null | t3_1ajmfj8 | /r/LocalLLaMA/comments/1ajmfj8/are_there_any_local_llm_platforms_that_support/ | false | false | self | 16 | null |
Mistral reduces time to first token by up to 10X on their API (only place for Mistral Medium) | 133 | 2024-02-05T17:27:41 | https://twitter.com/ArtificialAnlys/status/1754556395134104052 | speakerknock | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1ajm2vx | false | {'oembed': {'author_name': 'ArtificialAnalysis.ai', 'author_url': 'https://twitter.com/ArtificialAnlys', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Congratulations to <a href="https://twitter.com/MistralAI?ref_src=twsrc%5Etfw">@MistralAI</a> on reducing la... | t3_1ajm2vx | /r/LocalLLaMA/comments/1ajm2vx/mistral_reduces_time_to_first_token_by_up_to_10x/ | false | false | 133 | {'enabled': False, 'images': [{'id': 'ztLbX1ctq3C-8Bxe1Obp6tYoWOujI6BEsbS38vSvOQU', 'resolutions': [{'height': 51, 'url': 'https://external-preview.redd.it/qvmlSYPH40tWgCEuRKM0AoF8nES6XNAyJ56O3K-gT40.jpg?width=108&crop=smart&auto=webp&s=949107c08824704ed24851e2d04d7f2dc286ff10', 'width': 108}], 'source': {'height': 67,... | ||
Running llama 2 fast | 1 | [removed] | 2024-02-05T17:21:01 | https://www.reddit.com/r/LocalLLaMA/comments/1ajlwng/running_llama_2_fast/ | interestingfunnyjoke | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajlwng | false | null | t3_1ajlwng | /r/LocalLLaMA/comments/1ajlwng/running_llama_2_fast/ | false | false | self | 1 | null |
How to run Miqu in 5 minutes with vLLM, Runpod, and no code | 1 | [removed] | 2024-02-05T16:58:19 | https://www.reddit.com/r/LocalLLaMA/comments/1ajlbcl/how_to_run_miqu_in_5_minutes_with_vllm_runpod_and/ | neutralino1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajlbcl | false | null | t3_1ajlbcl | /r/LocalLLaMA/comments/1ajlbcl/how_to_run_miqu_in_5_minutes_with_vllm_runpod_and/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'qpgih8ECI2CT55esDPFPiYinbKN4-dzK53zS_rU7hY4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/GYoDcf-x543ZlkKBe8-ItND_1vwIeneuCnJ8PyTs46w.jpg?width=108&crop=smart&auto=webp&s=14299634b8200f4a75070c42a2031f01e5f3b925', 'width': 108}, {'height': 116, 'url': 'h... |
[Ollama libraries 🦙] Run Any Chatbot Free Locally On Your Computer | 1 | [removed] | 2024-02-05T16:57:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ajlagd/ollama_libraries_run_any_chatbot_free_locally_on/ | gaodalie | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajlagd | false | {'oembed': {'author_name': 'Gao Dalie (高達烈)', 'author_url': 'https://www.youtube.com/@GaoDalie_AI', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/i5SUe3c_ECo?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyro... | t3_1ajlagd | /r/LocalLLaMA/comments/1ajlagd/ollama_libraries_run_any_chatbot_free_locally_on/ | false | false | 1 | {'enabled': False, 'images': [{'id': '3op1-BdvaySw3oztBS-4R1mx3xUtAFWF9TdrdoE_7-Y', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/WQyz4oZF5OowTTPGouub2BxbLpgNAWrEZ6MVtwA2haE.jpg?width=108&crop=smart&auto=webp&s=835a23b39109ee3bb15225dae93b9fb148a10ac7', 'width': 108}, {'height': 162, 'url': 'h... | |
Introducing Qwen1.5 | 105 | https://twitter.com/huybery/status/1754537742892232972?t=qbN2WdKcJU9ejz4EmdehBw&s=19 | 2024-02-05T16:36:55 | https://www.reddit.com/r/LocalLLaMA/comments/1ajks17/introducing_qwen15/ | nanowell | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajks17 | false | null | t3_1ajks17 | /r/LocalLLaMA/comments/1ajks17/introducing_qwen15/ | false | false | self | 105 | {'enabled': False, 'images': [{'id': 'l9NEdmCIaykmLUQUo3BU_ctWaK39k20ZIyMOM9rSJX0', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/fXt1r9LrKbGqjFcHWi1uYY4iRKac5ngQ_xorupp7P0E.jpg?width=108&crop=smart&auto=webp&s=6cfdf3565af6b7c7007c24a616807429805c2a8b', 'width': 108}], 'source': {'height': 83,... |
llama-cpp-python not using gpu even though it says it is? | 1 | Hi, I'm new to using llama-cpp and have been following various guides on setting it up. I have it generating prompts just fine on my windows os but I don't think that it is properly using the gpu. In task manager the gpu memory doesn't get loaded up like it does when I run ollama on wsl.
I would like to get llama-cpp... | 2024-02-05T16:12:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ajk6y1/llamacpppython_not_using_gpu_even_though_it_says/ | LogicLoops | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajk6y1 | false | null | t3_1ajk6y1 | /r/LocalLLaMA/comments/1ajk6y1/llamacpppython_not_using_gpu_even_though_it_says/ | false | false | 1 | null | |
Interested in hearing about use cases for local AI's people have found. | 6 | If you've come across interesting use cases for local AI, whether it's in businesses & finance, productivity, personal endeavors, etc please share your insights! | 2024-02-05T15:27:48 | https://www.reddit.com/r/LocalLLaMA/comments/1ajj4sl/interested_in_hearing_about_use_cases_for_local/ | Proud-Commission-984 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajj4sl | false | null | t3_1ajj4sl | /r/LocalLLaMA/comments/1ajj4sl/interested_in_hearing_about_use_cases_for_local/ | false | false | self | 6 | null |
Chat with arXiv papers using function calling | 1 | [removed] | 2024-02-05T15:14:51 | https://www.reddit.com/r/LocalLLaMA/comments/1ajiu7l/chat_with_arxiv_papers_using_function_calling/ | ashpreetbedi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajiu7l | false | null | t3_1ajiu7l | /r/LocalLLaMA/comments/1ajiu7l/chat_with_arxiv_papers_using_function_calling/ | false | false | self | 1 | null |
Hardware guide | 2 | Hey 👋 first of all, thank you all for so much inspiration I’ve got from this sub!
Now i’m ready to start my journey to LLM world and now I’m thinking about what should I buy for my purposes.
I see a lot of questions here about hardware, benchmarks for running some models on some configs.
My question is: Is there any s... | 2024-02-05T15:01:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ajijk8/hardware_guide/ | kerneleus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajijk8 | false | null | t3_1ajijk8 | /r/LocalLLaMA/comments/1ajijk8/hardware_guide/ | false | false | self | 2 | null |
What is the best multilingual 3B model for roleplay? | 1 | [removed] | 2024-02-05T14:33:50 | https://www.reddit.com/r/LocalLLaMA/comments/1ajhwsl/what_is_the_best_multilingual_3b_model_for/ | CodeAnguish | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajhwsl | false | null | t3_1ajhwsl | /r/LocalLLaMA/comments/1ajhwsl/what_is_the_best_multilingual_3b_model_for/ | false | false | self | 1 | null |
Choices, choices, choices... | 1 | Sorry for the stupid title, but to be honest one feels overwhelmed with so many choices for every step in the way of creating an LLM application. I would be very very grateful if you could share your insights with me about some of those.
Before that, let me say what we are trying to build: a QA model for helping end ... | 2024-02-05T14:29:36 | https://www.reddit.com/r/LocalLLaMA/comments/1ajht9w/choices_choices_choices/ | fripperML | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajht9w | false | null | t3_1ajht9w | /r/LocalLLaMA/comments/1ajht9w/choices_choices_choices/ | false | false | self | 1 | null |
Ignoring stopping strings | 1 | So I'm trying out miqu-70b, with kobald lite + silly tavern streaming, and I'm noticing that it will quite often return a stopping string in the output, then promptly delete it, and continue the generation as if it branched or something to avoid the stopping string. Has anyone ever experienced that? I would really like... | 2024-02-05T14:05:15 | https://www.reddit.com/r/LocalLLaMA/comments/1ajhal4/ignoring_stopping_strings/ | Embarrassed-Most53 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajhal4 | false | null | t3_1ajhal4 | /r/LocalLLaMA/comments/1ajhal4/ignoring_stopping_strings/ | false | false | self | 1 | null |
Finally became a 3090 owner 😍 | 213 |
Hey guys, just wanted to celebrate with you my new (used) RTX 3090 Ti
I think this is the only community where I can say that I feel like the luckiest man in the world right now and where almost everyone can relate to my feelings of happiness.
It's basically a completely new pc, with Core i9 (interestingly, my i7 CP... | 2024-02-05T14:00:40 | https://www.reddit.com/gallery/1ajh6ok | Evening_Ad6637 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ajh6ok | false | null | t3_1ajh6ok | /r/LocalLLaMA/comments/1ajh6ok/finally_became_a_3090_owner/ | false | false | 213 | null | |
Teaching a Model Rhetorical Moves & Concepts | 6 | **Goal: Teach a Model a Taxonomy of 67 Rhetorical Stances**
My research in the pre-transformer age was heavy on rhetorical moves (various emotions, temporality, values, abstractions/concrete world, etc) as human interpretable features for ML, e.g. hybrid models that included both DNN and vector representations of rhet... | 2024-02-05T13:54:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ajh1xa/teaching_a_model_rhetorical_moves_concepts/ | Mbando | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajh1xa | false | null | t3_1ajh1xa | /r/LocalLLaMA/comments/1ajh1xa/teaching_a_model_rhetorical_moves_concepts/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'pffuxQjsq3X50oVpP8C3qqlbHwPy_yUZHaDhM07BLIw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/w5m-4sp1CPfk-t0jVx816vhTgJrhmusHxlaOGzqWHCg.jpg?width=108&crop=smart&auto=webp&s=7b28c3eeca239b6b871cb09855490b631e4be03b', 'width': 108}, {'height': 108, 'url': 'h... |
Finally became an 3090 owner! 😍 | 1 | Hey Folks, just wanted to celebrate with you my new (used) RTX 3090 Ti
I think this is the only community where I can say that I feel like the luckiest man in the world right now and where almost everyone can relate to my feelings of happiness.
Endlich bin ich nun auch ein rtx 3090 Besitzer geworden!
It's basically ... | 2024-02-05T13:54:04 | https://www.reddit.com/r/LocalLLaMA/comments/1ajh1g5/finally_became_an_3090_owner/ | Evening_Ad6637 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajh1g5 | false | null | t3_1ajh1g5 | /r/LocalLLaMA/comments/1ajh1g5/finally_became_an_3090_owner/ | false | false | self | 1 | null |
Can we create one's replica using open source models? | 1 | [removed] | 2024-02-05T13:49:44 | https://www.reddit.com/r/LocalLLaMA/comments/1ajgy1l/can_we_create_ones_replica_using_open_source/ | arnieistheman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajgy1l | false | null | t3_1ajgy1l | /r/LocalLLaMA/comments/1ajgy1l/can_we_create_ones_replica_using_open_source/ | false | false | self | 1 | null |
Just for fun, here's a Palworld SME bot | 28 | 2024-02-05T13:41:54 | https://huggingface.co/ericpolewski/Palworld-SME-13b | LetMeGuessYourAlts | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ajgs2d | false | null | t3_1ajgs2d | /r/LocalLLaMA/comments/1ajgs2d/just_for_fun_heres_a_palworld_sme_bot/ | false | false | 28 | {'enabled': False, 'images': [{'id': 'Gg48HSTPJmXbFbJZ54lgZfSZIiKexzQzNgVYop63cEo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/eEw8Bu7IxjEFU_MlIIrzxy_JhDiVXcrq4wGN8zv9Ft8.jpg?width=108&crop=smart&auto=webp&s=4bf48afb75188b22c463b0e87de6c65b220b6091', 'width': 108}, {'height': 116, 'url': 'h... | ||
Prompt size more than 4096 tokens | 1 | Hey Guys,
I am a newbie, I am trying to use use fewshot prompting with llama2 13b params model but even with NGram example selector my prompt sometimes excedes 4096 tokens (since it really depends on how long the pdfs are) please help me with this. If there is someway to send chunked prompt or some other solution ... | 2024-02-05T12:44:29 | https://www.reddit.com/r/LocalLLaMA/comments/1ajfmmp/prompt_size_more_than_4096_tokens/ | Shail199802 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajfmmp | false | null | t3_1ajfmmp | /r/LocalLLaMA/comments/1ajfmmp/prompt_size_more_than_4096_tokens/ | false | false | self | 1 | null |
Anywhere I can run an uncensored version of mistral/mixtral and pay by token/active runtime? | 2 | All things I'm seeing only allow you to pay by the hour. | 2024-02-05T12:40:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ajfjtv/anywhere_i_can_run_an_uncensored_version_of/ | ErikDz11 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajfjtv | false | null | t3_1ajfjtv | /r/LocalLLaMA/comments/1ajfjtv/anywhere_i_can_run_an_uncensored_version_of/ | false | false | self | 2 | null |
Support for Streaming for astra assistants api | 2 | Been seeing on this sub and elsewhere that lack of streaming messages is keeping folks from using the assistants API so we released streaming support for our compatible API astra assistants using a new library:
`pip install streaming-assistants`
we took inspiration from the instructor library and wrap the openai SDK ... | 2024-02-05T12:34:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ajfg88/support_for_streaming_for_astra_assistants_api/ | sillogisticphact | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajfg88 | false | null | t3_1ajfg88 | /r/LocalLLaMA/comments/1ajfg88/support_for_streaming_for_astra_assistants_api/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'NmSCSpNBC-BkUVFzVJ0jmG0Pgk9TmHkkHCQwr8Ab-68', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/A03BVqCF-9zDNM-KO0Ox7Q6H-MYfmg0-aUlTCzCCmw0.jpg?width=108&crop=smart&auto=webp&s=33989c6472bbd4eacd3e5fe8223cb24ccb5f2fda', 'width': 108}, {'height': 108, 'url': 'h... | |
[D] Is there any tutorial/guide on how to efficiently deploy hugging face open-source LLMs? | 1 | [removed] | 2024-02-05T12:28:02 | https://www.reddit.com/r/LocalLLaMA/comments/1ajfbuh/d_is_there_any_tutorialguide_on_how_to/ | HappyDataGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajfbuh | false | null | t3_1ajfbuh | /r/LocalLLaMA/comments/1ajfbuh/d_is_there_any_tutorialguide_on_how_to/ | false | false | self | 1 | null |
How to prepare data for llm finetuning? | 1 | I'm working on a side project, that involves medical data about all the drugs. I've searched for existing datasets, but none available, I wanted to create my own dataset, which would be in the QA format to answer about all the medical drugs/medicines.
How do i prepare data for the model fine-tuning? | 2024-02-05T12:03:02 | https://www.reddit.com/r/LocalLLaMA/comments/1ajewe8/how_to_prepare_data_for_llm_finetuning/ | DrBeans0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajewe8 | false | null | t3_1ajewe8 | /r/LocalLLaMA/comments/1ajewe8/how_to_prepare_data_for_llm_finetuning/ | false | false | self | 1 | null |
[Research] Zero-Shot Machine Unlearning at Scale via Lipschitz Regularization | 24 | 2024-02-05T11:28:13 | https://arxiv.org/abs/2402.01401 | JustAddMoreLayers | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1ajec9g | false | null | t3_1ajec9g | /r/LocalLLaMA/comments/1ajec9g/research_zeroshot_machine_unlearning_at_scale_via/ | false | false | default | 24 | null | |
OpenLLM vs vLLM | 4 | There are not many articles about this comparison and lots of them are outdated. Why should I opt for vLLM and why should i opt for OpenLLM?
I also see that OpenLLM has a vLLM backend: does this mean that i can just use OpenLLM and call it a day? \\s
​ | 2024-02-05T10:40:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ajdlgm/openllm_vs_vllm/ | DatAndre | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajdlgm | false | null | t3_1ajdlgm | /r/LocalLLaMA/comments/1ajdlgm/openllm_vs_vllm/ | false | false | self | 4 | null |
Mistral 7-B with VLLM | 1 | Hi everyone! I am a newbie and I was trying to build a chat application using Mistral 7B, Langchain inbuilt support for VLLM with AWQ quantization, and fastapi. I am struggling to implement the streaming thing and I cannot find any parameter or any other online support to include streaming in VLLM. I have already built... | 2024-02-05T10:38:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ajdkbp/mistral_7b_with_vllm/ | Slow_Scene_7972 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajdkbp | false | null | t3_1ajdkbp | /r/LocalLLaMA/comments/1ajdkbp/mistral_7b_with_vllm/ | false | false | self | 1 | null |
Isnt stochasticity a problem when benchmarking LLMs? | 30 | When benchmarking a couple of LLMs on a particular task, isnt this a problem? There are never error-bounds on the scores reported, and this puzzles me a lot, as generative models use randomness to create outputs.. right? Or what am I missing? | 2024-02-05T10:26:15 | https://www.reddit.com/r/LocalLLaMA/comments/1ajde1r/isnt_stochasticity_a_problem_when_benchmarking/ | tovefrakommunen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajde1r | false | null | t3_1ajde1r | /r/LocalLLaMA/comments/1ajde1r/isnt_stochasticity_a_problem_when_benchmarking/ | false | false | self | 30 | null |
AI, Models and LLM learning | 1 | HI everyone, I would love to get into the world of learning about AI, LLM and modeling but every time I look for information it is either too diluted or focused on paid courses which have quite negative reviews.
​
If anyone would be so kind as to link tutorials, study structures, courses that are really usefu... | 2024-02-05T10:10:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ajd676/ai_models_and_llm_learning/ | Porrei | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajd676 | false | null | t3_1ajd676 | /r/LocalLLaMA/comments/1ajd676/ai_models_and_llm_learning/ | false | false | self | 1 | null |
DPO dataset best practices | 11 | I tried creating my own dataset for DPO on Mistral 7B, by using llama 7B outputs as rejects and custom data in chosen, however the results are not how I'd like it them to be.
What are some good practices to ensure results aligned with expectation? | 2024-02-05T09:31:05 | https://www.reddit.com/r/LocalLLaMA/comments/1ajcmjo/dpo_dataset_best_practices/ | gillan_data | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajcmjo | false | null | t3_1ajcmjo | /r/LocalLLaMA/comments/1ajcmjo/dpo_dataset_best_practices/ | false | false | self | 11 | null |
Best computers for running llama 2 | 1 | [removed] | 2024-02-05T08:46:46 | https://www.reddit.com/r/LocalLLaMA/comments/1ajc0qy/best_computers_for_running_llama_2/ | interestingfunnyjoke | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajc0qy | false | null | t3_1ajc0qy | /r/LocalLLaMA/comments/1ajc0qy/best_computers_for_running_llama_2/ | false | false | self | 1 | null |
I cant get mixtral to work properly, It just makes gibberish. Any ideas? | 2 | 2024-02-05T08:09:11 | Dankmre | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ajbi7n | false | null | t3_1ajbi7n | /r/LocalLLaMA/comments/1ajbi7n/i_cant_get_mixtral_to_work_properly_it_just_makes/ | false | false | 2 | {'enabled': True, 'images': [{'id': 'MA7liO_UFYEdV0RO6wWf6o7AkmfKHBQ2kMd44cQPThg', 'resolutions': [{'height': 70, 'url': 'https://preview.redd.it/6tog3l1u5qgc1.png?width=108&crop=smart&auto=webp&s=19095727a6790d88d5b0d1f32af1d7cc8fbfa0a8', 'width': 108}, {'height': 141, 'url': 'https://preview.redd.it/6tog3l1u5qgc1.png... | |||
INT4 vs INT8 vs f16 | 1 | I'm considering to quantize model to operate it on CPUs.
Even though Deberta-v3-xsmall is enough to run it, I want to make the model being more shrinked to get better speed.
Would be significant different performance among the data types?
Thanks. | 2024-02-05T08:04:59 | https://www.reddit.com/r/LocalLLaMA/comments/1ajbg1n/int4_vs_int8_vs_f16/ | Mundane_Definition_8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajbg1n | false | null | t3_1ajbg1n | /r/LocalLLaMA/comments/1ajbg1n/int4_vs_int8_vs_f16/ | false | false | default | 1 | null |
vLLM & Mixtral speed seems off? | 3 | Not sure if its my configuration, but im using a cloud machine - A100 80G, loaded it using the following settings:
llm = LLM(
model="casperhansen/mixtral-instruct-awq",
quantization='awq',
dtype='half',
gpu_memory_utilization=.85,
max_model_len=4096,
enforce_ea... | 2024-02-05T07:45:31 | https://www.reddit.com/r/LocalLLaMA/comments/1ajb5r5/vllm_mixtral_speed_seems_off/ | GeeBrain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ajb5r5 | false | null | t3_1ajb5r5 | /r/LocalLLaMA/comments/1ajb5r5/vllm_mixtral_speed_seems_off/ | false | false | self | 3 | null |
Upcoming Qwen2 70B beating Mistral Medium (Miqu) at MT-Bench | 72 | These are only self-reported numbers for now, and it's just one benchmark, but it seems promising. [https://github.com/lm-sys/FastChat/issues/3009](https://github.com/lm-sys/FastChat/issues/3009)
A bit more about Qwen2: [https://huggingface.co/docs/transformers/en/model\_doc/qwen2](https://huggingface.co/docs/transfor... | 2024-02-05T06:18:53 | https://www.reddit.com/r/LocalLLaMA/comments/1aj9ub2/upcoming_qwen2_70b_beating_mistral_medium_miqu_at/ | DreamGenAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj9ub2 | false | null | t3_1aj9ub2 | /r/LocalLLaMA/comments/1aj9ub2/upcoming_qwen2_70b_beating_mistral_medium_miqu_at/ | false | false | self | 72 | {'enabled': False, 'images': [{'id': 'GXWj2ufSt2FHDwnbAm2t3kPIXrvVphV4qFElrCUmxNM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MkBBAdhmAf9Ups5ZDwU4FBS6fp1Lrgat6QpYSHcab3Q.jpg?width=108&crop=smart&auto=webp&s=871d21e8785fe39ce8c87f99cfa14d4449a28f9c', 'width': 108}, {'height': 108, 'url': 'h... |
Seeking Advice on Masters Project: LLM, NLP, or ML? | 1 | Hello fellow Redditors,
I'm currently in the exciting phase of deciding my Master's project and could use some guidance. My interests lie in Large Language Models (LLM), Natural Language Processing (NLP), and Machine Learning (ML). As a beginner in these fields, I am eager to take on a challenging project that aligns ... | 2024-02-05T05:44:54 | https://www.reddit.com/r/LocalLLaMA/comments/1aj99we/seeking_advice_on_masters_project_llm_nlp_or_ml/ | Satoshi_Buterin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj99we | false | null | t3_1aj99we | /r/LocalLLaMA/comments/1aj99we/seeking_advice_on_masters_project_llm_nlp_or_ml/ | false | false | self | 1 | null |
Seeking Advice on Masters Project: LLM, NLP, or ML? | 1 | Hello fellow Redditors,
I'm currently in the exciting phase of deciding my Master's project and could use some guidance. My interests lie in Large Language Models (LLM), Natural Language Processing (NLP), and Machine Learning (ML). As a beginner in these fields, I am eager to take on a challenging project that aligns ... | 2024-02-05T05:12:43 | https://www.reddit.com/r/LocalLLaMA/comments/1aj8q9w/seeking_advice_on_masters_project_llm_nlp_or_ml/ | Satoshi_Buterin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj8q9w | false | null | t3_1aj8q9w | /r/LocalLLaMA/comments/1aj8q9w/seeking_advice_on_masters_project_llm_nlp_or_ml/ | false | false | self | 1 | null |
[2402.01032] Repeat After Me: Transformers are Better than State Space Models at Copying | 44 | 2024-02-05T04:07:47 | https://arxiv.org/abs/2402.01032 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1aj7jdl | false | null | t3_1aj7jdl | /r/LocalLLaMA/comments/1aj7jdl/240201032_repeat_after_me_transformers_are_better/ | false | false | default | 44 | null | |
Best LLM for writing ads? | 1 | I'm looking to train an LLM on all the best performing ads I have, which would be best to try? My ads are between 500-1000 words in length, and I need them to be quite creative.
Currently I've been trying to use ChatGPT and Claude, but I'm limited as I have hundreds of ads I want them to use as training but they don'... | 2024-02-05T04:06:12 | https://www.reddit.com/r/LocalLLaMA/comments/1aj7ian/best_llm_for_writing_ads/ | MorningHerald | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj7ian | false | null | t3_1aj7ian | /r/LocalLLaMA/comments/1aj7ian/best_llm_for_writing_ads/ | false | false | self | 1 | null |
LLM to AGI? | 1 | The problem with LLMs these days is that they are static models, meaning their weights do not get updated.
Let's try smth for instance
1. Give it the word schizophrenia and it relates to mental illnesses.
2. Now you say schizophrenia is not mental illness, and it will receive that info and finds that it conflicts wi... | 2024-02-05T03:24:02 | https://www.reddit.com/r/LocalLLaMA/comments/1aj6q3x/llm_to_agi/ | Specialist-Split1037 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj6q3x | false | null | t3_1aj6q3x | /r/LocalLLaMA/comments/1aj6q3x/llm_to_agi/ | false | false | self | 1 | null |
LLM Chat with Docs | 1 | Recently I’ve been attempting to use a .parquet dataset I downloaded along with MemGPT in an attempt to have a system whereby I could effectively make an LLM have access to a writer’s entire corpus of works, and then not only be able to access and summarize those works but also to use them in analyses.
The problem is... | 2024-02-05T03:07:52 | https://www.reddit.com/r/LocalLLaMA/comments/1aj6f4r/llm_chat_with_docs/ | Aptare | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj6f4r | false | null | t3_1aj6f4r | /r/LocalLLaMA/comments/1aj6f4r/llm_chat_with_docs/ | false | false | self | 1 | null |
Context windows that remember the first X tokens and last Y tokens? | 7 | When having a long chat with an LLM, I'd love for the model to use the initial context (which usually sets up the character, background and setting) + the most recent discussion to form a response.
If I understand context windows currently, it always uses the last Z tokens, cutting off the oldest stuff.
I \*think\* t... | 2024-02-05T02:35:15 | https://www.reddit.com/r/LocalLLaMA/comments/1aj5sq2/context_windows_that_remember_the_first_x_tokens/ | phr00t_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj5sq2 | false | null | t3_1aj5sq2 | /r/LocalLLaMA/comments/1aj5sq2/context_windows_that_remember_the_first_x_tokens/ | false | false | self | 7 | null |
Which LLM local model for writing | 1 | [removed] | 2024-02-05T02:33:13 | https://www.reddit.com/r/LocalLLaMA/comments/1aj5ra1/which_llm_local_model_for_writing/ | TheHobbyistHacker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj5ra1 | false | null | t3_1aj5ra1 | /r/LocalLLaMA/comments/1aj5ra1/which_llm_local_model_for_writing/ | false | false | self | 1 | null |
Is bigger mini batch_size faster on the same GPU architecture? | 1 | I have some conversation with my friend that he is confirm about above opinion. The bigger batch size is faster. In my opinion, with the same architecture, if GPU utilization come to 100% (all of training time), then the batch\_size not affect to the training time.
Can anyone explain detail about this. | 2024-02-05T02:30:32 | https://www.reddit.com/r/LocalLLaMA/comments/1aj5pdy/is_bigger_mini_batch_size_faster_on_the_same_gpu/ | Significant-Cap6692 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj5pdy | false | null | t3_1aj5pdy | /r/LocalLLaMA/comments/1aj5pdy/is_bigger_mini_batch_size_faster_on_the_same_gpu/ | false | false | self | 1 | null |
Yes I am an expert at training, how could you tell? | 326 | I tried to fine-tune a small model modifying Unsloth notebook but it seems like either my* (gpt-4's) modifications are shit or the formatting script doesn't support multi-turn conversations! | 2024-02-05T02:28:34 | xadiant | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aj5o0m | false | null | t3_1aj5o0m | /r/LocalLLaMA/comments/1aj5o0m/yes_i_am_an_expert_at_training_how_could_you_tell/ | false | false | 326 | {'enabled': True, 'images': [{'id': 'D9ZCjAHV-HIhV7JB2JgAeTWIIo5M3gExrOodqWNtpuI', 'resolutions': [{'height': 89, 'url': 'https://preview.redd.it/vvrscpd3hogc1.png?width=108&crop=smart&auto=webp&s=443066e402c5389ca942dbc69b1119155a58c826', 'width': 108}, {'height': 179, 'url': 'https://preview.redd.it/vvrscpd3hogc1.png... | ||
Do bots naturally adapt to your style of communication during inference chat without specific training? | 4 | Hi, I'm on a steep learning curve with LLMs and I have a newbie question, which I can't find a definitive answer on.
As we all know, keeping facts about the user outside the context window is very hard to keep for LLMs without pre-prompt info. However, setting aside remembering FACTS about the user, Services which off... | 2024-02-05T02:04:22 | https://www.reddit.com/r/LocalLLaMA/comments/1aj575k/do_bots_naturally_adapt_to_your_style_of/ | TezzaNZ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj575k | false | null | t3_1aj575k | /r/LocalLLaMA/comments/1aj575k/do_bots_naturally_adapt_to_your_style_of/ | false | false | self | 4 | null |
Pre-training an LLM with RefinedWeb | 5 | I just pre-trained a LLaMA 1B model with RefinedWeb dataset on 50B tokens with using TinyLlama repo. The loss is at **\~2.5** which I think is unusually high. However TinyLlama's [training report](https://wandb.ai/lance777/lightning_logs/reports/metric-train_loss-23-09-04-23-38-15---Vmlldzo1MzA4MzIw?accessToken=5eu2snd... | 2024-02-05T01:07:29 | https://www.reddit.com/r/LocalLLaMA/comments/1aj41n2/pretraining_an_llm_with_refinedweb/ | Fit_Fold_7275 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj41n2 | false | null | t3_1aj41n2 | /r/LocalLLaMA/comments/1aj41n2/pretraining_an_llm_with_refinedweb/ | false | false | self | 5 | null |
Quantizing Goliath-120B to IQ GGUF quants | 12 | Hi all,
I am wanting to create IQ quants of Goliath-120B, Miqu and generally other models larger than 13B, however I lack the disk space on my PC to store their f16 (and even Q8_0) weights. What service could I use that has the storage (and processing power) to store and quantize these large models?
Any help is appre... | 2024-02-05T00:52:13 | https://www.reddit.com/r/LocalLLaMA/comments/1aj3q22/quantizing_goliath120b_to_iq_gguf_quants/ | Sebba8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj3q22 | false | null | t3_1aj3q22 | /r/LocalLLaMA/comments/1aj3q22/quantizing_goliath120b_to_iq_gguf_quants/ | false | false | self | 12 | null |
Is it possible to run some kind of LLM on 1 GB of RAM? | 40 | I have a small server with 1 GB of RAM, and I would like to run some kind of LLM model on it to please my friends in the chat. We have a small chat for 15 people, among whom there is a self-written bot that chooses a random winner every day - I would like to attach any LLM model so that it would diversify the answers, ... | 2024-02-05T00:43:29 | https://www.reddit.com/r/LocalLLaMA/comments/1aj3jev/is_it_possible_to_run_some_kind_of_llm_on_1_gb_of/ | Creative_Grade_2146 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj3jev | false | null | t3_1aj3jev | /r/LocalLLaMA/comments/1aj3jev/is_it_possible_to_run_some_kind_of_llm_on_1_gb_of/ | false | false | self | 40 | {'enabled': False, 'images': [{'id': '_FkRYPv52g_YoiA-RGEerBGVVwpIYhrR3qkXDKMoHSQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/qMQJa97HxB85_IHZyR5mOtklipNii622KPh9i4aHx7E.jpg?width=108&crop=smart&auto=webp&s=77faf19ec5cb55e35f92697729aa4978f25f53b5', 'width': 108}, {'height': 116, 'url': 'h... |
Best excel macro maker | 1 | [removed] | 2024-02-05T00:17:05 | https://www.reddit.com/r/LocalLLaMA/comments/1aj2ysu/best_excel_macro_maker/ | rorowhat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj2ysu | false | null | t3_1aj2ysu | /r/LocalLLaMA/comments/1aj2ysu/best_excel_macro_maker/ | false | false | self | 1 | null |
Miqu 120B self-merge (like Venus/MegaDolphin): wolfram/miqu-1-120b | 65 | 2024-02-04T23:58:25 | https://huggingface.co/wolfram/miqu-1-120b | WolframRavenwolf | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1aj2jw0 | false | null | t3_1aj2jw0 | /r/LocalLLaMA/comments/1aj2jw0/miqu_120b_selfmerge_like_venusmegadolphin/ | false | false | 65 | {'enabled': False, 'images': [{'id': 'APinZw_kqhiB3wmaDPc7L_yRMNAxeOvVVg6D51qTeLw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/G1_JQX-7RQ_aJPaTWe52D44mQfAtV-bhOQrtnmtp6sA.jpg?width=108&crop=smart&auto=webp&s=bac6173fc97ff4aac75f0f9efcebca8776ba1a0e', 'width': 108}, {'height': 116, 'url': 'h... | ||
Miqu 70b- Another example of a local model exceeding ChatGPT 4 at a task! | 63 | I had previously posted a post about [how Deepseek 67b was regularly giving what I felt were higher quality answers for Desktop Excel and VBA than ChatGPT 4](https://www.reddit.com/r/LocalLLaMA/comments/19bpnzo/deepseek_67b_is_amazing_and_in_at_least_1_usecase/). Up until that point, I had yet to find a model that seem... | 2024-02-04T23:36:27 | https://www.reddit.com/r/LocalLLaMA/comments/1aj22e2/miqu_70b_another_example_of_a_local_model/ | SomeOddCodeGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj22e2 | false | null | t3_1aj22e2 | /r/LocalLLaMA/comments/1aj22e2/miqu_70b_another_example_of_a_local_model/ | false | false | self | 63 | null |
Dual 4060ti error: Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions. | 1 | Hola Llm'ers,
I have a machine running with ubuntu 22.04 with CUDA and oobabooga installed.
If I plug in one 4060ti, I am successfully loading mistral 7b via transformers and can query the chat.
If I plug in the second 4060ti and load the model I get this error after the first prompt:
>Traceback (most recent... | 2024-02-04T23:10:52 | https://www.reddit.com/r/LocalLLaMA/comments/1aj1hz8/dual_4060ti_error_compile_with_torch_use_cuda_dsa/ | BuffPuff- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj1hz8 | false | null | t3_1aj1hz8 | /r/LocalLLaMA/comments/1aj1hz8/dual_4060ti_error_compile_with_torch_use_cuda_dsa/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'MBQBawNvTRhQIFKd6wVyJExhcDPEJ8RsBvzg2heAXcc', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/V6gogMT1IF7tF60IhnpPtvXEli14uPMi7GMqeceSGqE.jpg?width=108&crop=smart&auto=webp&s=99eba4bb4ea0f115d34467375b46cf93cba4ab58', 'width': 108}, {'height': 113, 'url': 'h... |
Deployment and development of local LLMs | 1 | I recently started getting in LLM-powered applications by myself and using online resources. What I discovered is that LLMs have become so mainstream that there are so many platform, frameworks, and model to choose from. And usually I don't even understand what are the key differences between one another
This is what ... | 2024-02-04T22:27:26 | https://www.reddit.com/r/LocalLLaMA/comments/1aj0hum/deployment_and_development_of_local_llms/ | DatAndre | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aj0hum | false | null | t3_1aj0hum | /r/LocalLLaMA/comments/1aj0hum/deployment_and_development_of_local_llms/ | false | false | self | 1 | null |
Mixtral 8x7b GGUF Cannot, will not stop talking. | 3 | I tried every stop sequence out there. Read all the post and I did read the fuckin manual.
I get my answer to my prompt and then I get one of these:
\*
or
*\[End of session\]*
or
**\[Continued from previous chat session\]**
And then it continue talking. Anyone got it to behave? Whats the secret wor... | 2024-02-04T22:00:12 | https://www.reddit.com/r/LocalLLaMA/comments/1aizugb/mixtral_8x7b_gguf_cannot_will_not_stop_talking/ | DrVonSinistro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aizugb | false | null | t3_1aizugb | /r/LocalLLaMA/comments/1aizugb/mixtral_8x7b_gguf_cannot_will_not_stop_talking/ | false | false | self | 3 | null |
What's the story behind DEquantizing? | 3 | Something I had never seen before Miqu was the concept of dequantizing a model to generate an fp16 from a quantized model.
How lossy is this whole process vs the original models? If someone has a q5, makes an fp16, then creates a q8 out of it... is the q8 just the q5 in quality but takes up more space? Is it even lowe... | 2024-02-04T21:57:51 | https://www.reddit.com/r/LocalLLaMA/comments/1aizsfr/whats_the_story_behind_dequantizing/ | SomeOddCodeGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aizsfr | false | null | t3_1aizsfr | /r/LocalLLaMA/comments/1aizsfr/whats_the_story_behind_dequantizing/ | false | false | self | 3 | null |
Why are MLX and Ollama way faster than PyTorch on M1 Mac? | 3 | I’ve been trying to run a simple phi-2 example on my M1 MacBook Pro:
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
torch.set_default_device("mps") # <-------- MPS backend
model = AutoModelForCausalLM.from_pretrained("microsoft/phi-2", torch_dtype="auto", trust_rem... | 2024-02-04T21:57:50 | https://www.reddit.com/r/LocalLLaMA/comments/1aizsf6/why_are_mlx_and_ollama_way_faster_than_pytorch_on/ | juanluisback | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aizsf6 | false | null | t3_1aizsf6 | /r/LocalLLaMA/comments/1aizsf6/why_are_mlx_and_ollama_way_faster_than_pytorch_on/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'ev0abXZOn7lihjb7o5UV9YRxxKZJ5q7QXKhBeFAN6oM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SlJ62Rc12ikQHEs-w29MTG8RPNgcLohr_Kv6zxrifsw.jpg?width=108&crop=smart&auto=webp&s=0e9c74cc193648250795c20ac1ac18749aeb8c5f', 'width': 108}, {'height': 108, 'url': 'h... |
Advancing Precision in Function-Calling for LLMs through Focused Fine-Tuning | 14 | **Introduction**
I am working on my exposé for my master thesis topic in AI. I want to focus my thesis on LLM capabilities in specific applications, such as generating accurate and compliant arguments for API function calls.
By diving deep into the mechanism of function calling, the research aims to transform how LL... | 2024-02-04T21:47:20 | https://www.reddit.com/r/LocalLLaMA/comments/1aizjpk/advancing_precision_in_functioncalling_for_llms/ | TaoOfStefan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aizjpk | false | null | t3_1aizjpk | /r/LocalLLaMA/comments/1aizjpk/advancing_precision_in_functioncalling_for_llms/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'Kc3narJZtgXX6rBjc1Gc_KGsTgaLewAc-A0pchcGocE', 'resolutions': [{'height': 20, 'url': 'https://external-preview.redd.it/x9fYym5IG59K-1HkiNbsuYvI5RIfwA2eFL-HrFsOgBA.jpg?width=108&crop=smart&auto=webp&s=f3e5d4f34e21c3fbd075b5dd90d68eba4b029f0f', 'width': 108}, {'height': 41, 'url': 'ht... |
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