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Do any one has TinyLlamam trained for Javascript ? | 1 | [removed] | 2024-03-24T05:22:50 | https://www.reddit.com/r/LocalLLaMA/comments/1bmd5uw/do_any_one_has_tinyllamam_trained_for_javascript/ | AnuragVohra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bmd5uw | false | null | t3_1bmd5uw | /r/LocalLLaMA/comments/1bmd5uw/do_any_one_has_tinyllamam_trained_for_javascript/ | false | false | self | 1 | null |
Mistral-Instruct-V0.2 Readme updated to reveal it was actually based on Mistral-V0.2 | 94 | [Mistral-Instruct-V0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)'s Readme originally stated it was based on the old Mistral-V0.1 base model, but it was silently [updated](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2/commit/41b61a33a2483885c981aa79e0df6b32407ed873) four hours ago to mentio... | 2024-03-24T05:10:26 | https://www.reddit.com/r/LocalLLaMA/comments/1bmcyqy/mistralinstructv02_readme_updated_to_reveal_it/ | mikael110 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bmcyqy | false | null | t3_1bmcyqy | /r/LocalLLaMA/comments/1bmcyqy/mistralinstructv02_readme_updated_to_reveal_it/ | false | false | self | 94 | {'enabled': False, 'images': [{'id': 'veIFuSpjCfOzD8ct2II3hu5NKQGfuExCZjhtOzVnehI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/F5VRIYVRh5N3a1dQ1U4DRoWS0rkat_13iGf3Vzw5mn8.jpg?width=108&crop=smart&auto=webp&s=44f2adadcc82e3792495847469191c7c42b55e4b', 'width': 108}, {'height': 116, 'url': 'h... |
No we don't | 819 | https://x.com/sama/status/1635136281952026625?s=20 | 2024-03-24T05:10:24 | 7tostudy | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bmcyq5 | false | null | t3_1bmcyq5 | /r/LocalLLaMA/comments/1bmcyq5/no_we_dont/ | false | false | 819 | {'enabled': True, 'images': [{'id': 'F_WRXUBUZXqogS8CsTCjhUk9S76hDTS8GW-yIdbKXAA', 'resolutions': [{'height': 77, 'url': 'https://preview.redd.it/3wmka8xpt7qc1.png?width=108&crop=smart&auto=webp&s=efa9348ce87d0b1d171ddf0d0aac215af3f52acc', 'width': 108}, {'height': 154, 'url': 'https://preview.redd.it/3wmka8xpt7qc1.png... | ||
No we don't | 1 | [deleted] | 2024-03-24T05:09:16 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1bmcy1x | false | null | t3_1bmcy1x | /r/LocalLLaMA/comments/1bmcy1x/no_we_dont/ | false | false | default | 1 | null | ||
Apparently pro AI regulation Sam Altman has been spending a lot of time in Washington lobbying the government presumably to regulate Open Source. This guy is upto no good. | 838 | 2024-03-24T05:07:30 | https://v.redd.it/4ob8m407t7qc1 | 7tostudy | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bmcx0r | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/4ob8m407t7qc1/DASHPlaylist.mpd?a=1713848866%2CNWUyNGYyZjVhZDY3OGM3OWZmYmM0Nzc2MjJiYWU5ZjFlY2E1Y2UxYWE5NTQ2OTQwMGZmOGM5MzlkN2Q5OTIwNA%3D%3D&v=1&f=sd', 'duration': 18, 'fallback_url': 'https://v.redd.it/4ob8m407t7qc1/DASH_1080.mp4?source=fallback', 'h... | t3_1bmcx0r | /r/LocalLLaMA/comments/1bmcx0r/apparently_pro_ai_regulation_sam_altman_has_been/ | false | false | 838 | {'enabled': False, 'images': [{'id': 'cm1xdm03bjZ0N3FjMR6E8t5FdCtfM0pjy2mlzR57d929CUu4h4mXdoRoJgr8', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/cm1xdm03bjZ0N3FjMR6E8t5FdCtfM0pjy2mlzR57d929CUu4h4mXdoRoJgr8.png?width=108&crop=smart&format=pjpg&auto=webp&s=02d254ff9d31bb781dd1b5a194b204d73fdd4... | ||
Has anyone been able to get an Intel A770 working with a PCIe x1 riser? | 4 | I have a dream of building a LLM box full of A770s. But I've run into a big problem. I can't get my A770s to be recognized on a PCIe x1 riser. They work just fine plugged into the x16 slot on the MB but it's like they aren't even there when plugged into a riser. The risers work with my other GPUs from AMD and Nvidia. T... | 2024-03-24T04:27:12 | https://www.reddit.com/r/LocalLLaMA/comments/1bmc8md/has_anyone_been_able_to_get_an_intel_a770_working/ | fallingdowndizzyvr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bmc8md | false | null | t3_1bmc8md | /r/LocalLLaMA/comments/1bmc8md/has_anyone_been_able_to_get_an_intel_a770_working/ | false | false | self | 4 | null |
Gemini 1.5 Cumulative Average NLL for code as number of token approach 10 million tokens. This was tweeted by Google Deepmind researcher. | 41 | LINK TO TWEET: https://x.com/xiao_ted/status/1761865996716114412?s=46
TEXT OF TWEET:
“I can’t emphasize enough how mind-blowing extremely long token context windows are. For both AI researchers and practitioners, massive context windows will have transformative long-term impact, beyond one or two flashy news cycles. ... | 2024-03-24T04:21:42 | 7tostudy | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bmc53h | false | null | t3_1bmc53h | /r/LocalLLaMA/comments/1bmc53h/gemini_15_cumulative_average_nll_for_code_as/ | false | false | 41 | {'enabled': True, 'images': [{'id': 'fCk-PacPC6Q0loaeJy7fQUgOza9V4p8a1F7IUgMUe6Q', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/778wtg51l7qc1.jpeg?width=108&crop=smart&auto=webp&s=f5abb3936043a0169bc5daa8f92e58e9d7b02e24', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/778wtg51l7qc1.jp... | ||
4bit bitsandbytes quantized Mistral v2 7b - 4Gb in size | 47 | Hey! Just uploaded a 4bit prequantized version of Mistral's new v2 7b model with 32K context length to https://huggingface.co/unsloth/mistral-7b-v0.2-bnb-4bit! You get 1GB less VRAM usage due to reduced GPU fragmentation + it's 4GB in size so 4x faster downloading! | 2024-03-24T04:16:10 | https://www.reddit.com/r/LocalLLaMA/comments/1bmc1hd/4bit_bitsandbytes_quantized_mistral_v2_7b_4gb_in/ | danielhanchen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bmc1hd | false | null | t3_1bmc1hd | /r/LocalLLaMA/comments/1bmc1hd/4bit_bitsandbytes_quantized_mistral_v2_7b_4gb_in/ | false | false | self | 47 | {'enabled': False, 'images': [{'id': 'wf1_CasZXJfHvy_cgdZ2jUCQumq_cNLZ7QzxJCBEffE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Ne56kvh2SU74yxrD2NGtxikKgyzyTMBcbaa5oAwhNLo.jpg?width=108&crop=smart&auto=webp&s=9e094016bce2d62235d09a470dc84b84261a571b', 'width': 108}, {'height': 116, 'url': 'h... |
What's your favorite GPU and why? | 1 | Hey! What would your favorite GPU be? And why? Is it the VRAM or is the FLOPs for training speed? AMD / NVIDIA? Is it the software that's the most important? | 2024-03-24T04:12:52 | https://www.reddit.com/r/LocalLLaMA/comments/1bmbzfr/whats_your_favorite_gpu_and_why/ | danielhanchen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bmbzfr | false | null | t3_1bmbzfr | /r/LocalLLaMA/comments/1bmbzfr/whats_your_favorite_gpu_and_why/ | false | false | self | 1 | null |
Mistral V2 7b confusing? | 1 | Hi guys was wondering if anyone has an alternative link?
https://huggingface.co/bartowski/Mistral-7B-v0.2-hf-GGUF | 2024-03-24T04:04:37 | https://www.reddit.com/r/LocalLLaMA/comments/1bmbu7b/mistral_v2_7b_confusing/ | uglyassbish | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bmbu7b | false | null | t3_1bmbu7b | /r/LocalLLaMA/comments/1bmbu7b/mistral_v2_7b_confusing/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '7icIzcIMIA7SrKjn8mUnpJppjcEf09rv4NGfjO9bcXY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PxPEB4Mqp53zkjumnZVlS9ch4wmQr12STnucScHXGEw.jpg?width=108&crop=smart&auto=webp&s=fe1395f424fc8b75f1681a773516a2ef79b26efc', 'width': 108}, {'height': 116, 'url': 'h... |
Best resources to get started with Gemma? | 1 | Just wondering | 2024-03-24T04:02:24 | https://www.reddit.com/r/LocalLLaMA/comments/1bmbsps/best_resources_to_get_started_with_gemma/ | uglyassbish | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bmbsps | false | null | t3_1bmbsps | /r/LocalLLaMA/comments/1bmbsps/best_resources_to_get_started_with_gemma/ | false | false | self | 1 | null |
Best resources to get started with fine-tuning Gemma | 1 | Hi guys was wondering what's the best place to get started? | 2024-03-24T04:01:50 | https://www.reddit.com/r/LocalLLaMA/comments/1bmbsaq/best_resources_to_get_started_with_finetuning/ | uglyassbish | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bmbsaq | false | null | t3_1bmbsaq | /r/LocalLLaMA/comments/1bmbsaq/best_resources_to_get_started_with_finetuning/ | false | false | self | 1 | null |
4bit bitsandbytes Mistral 7b v2 uploaded + 2x faster Colab notebook | 1 | [removed] | 2024-03-24T03:35:33 | https://www.reddit.com/r/LocalLLaMA/comments/1bmbawx/4bit_bitsandbytes_mistral_7b_v2_uploaded_2x/ | danielhanchen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bmbawx | false | null | t3_1bmbawx | /r/LocalLLaMA/comments/1bmbawx/4bit_bitsandbytes_mistral_7b_v2_uploaded_2x/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '3hV8q2vzPtnvrRRPfOdlSRfire53uPl9Rk4S7AqWqmM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/0wEHhvPujGjLupiQrX6JCBusmHVRLfsRuKINSxqpaFk.jpg?width=108&crop=smart&auto=webp&s=61e72a4e68f971ba72d349b192c19c01102661d7', 'width': 108}, {'height': 116, 'url': 'h... |
4bit quantized Mistral 7b v2 bitsandbytes + 2x faster Colab notebook | 1 | [removed] | 2024-03-24T03:32:59 | https://www.reddit.com/r/LocalLLaMA/comments/1bmb96v/4bit_quantized_mistral_7b_v2_bitsandbytes_2x/ | danielhanchen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bmb96v | false | null | t3_1bmb96v | /r/LocalLLaMA/comments/1bmb96v/4bit_quantized_mistral_7b_v2_bitsandbytes_2x/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': '3hV8q2vzPtnvrRRPfOdlSRfire53uPl9Rk4S7AqWqmM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/0wEHhvPujGjLupiQrX6JCBusmHVRLfsRuKINSxqpaFk.jpg?width=108&crop=smart&auto=webp&s=61e72a4e68f971ba72d349b192c19c01102661d7', 'width': 108}, {'height': 116, 'url': 'h... |
Educational LLM visualization | 1 | 2024-03-24T03:32:45 | https://bbycroft.net/llm | zeJaeger | bbycroft.net | 1970-01-01T00:00:00 | 0 | {} | 1bmb91j | false | null | t3_1bmb91j | /r/LocalLLaMA/comments/1bmb91j/educational_llm_visualization/ | false | false | default | 1 | null | |
Tuning llama to for chat behaviour | 1 | Hey I have chat dataset which follow socratic behaviour, created as till now I have been using openai APIs, but now I want to fine-tune llama to follow the same behaviour so how should I go about it.
About dataset : it have conversations between human and ai | 2024-03-24T03:09:47 | https://www.reddit.com/r/LocalLLaMA/comments/1bmatm4/tuning_llama_to_for_chat_behaviour/ | BagApprehensive5086 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bmatm4 | false | null | t3_1bmatm4 | /r/LocalLLaMA/comments/1bmatm4/tuning_llama_to_for_chat_behaviour/ | false | false | self | 1 | null |
Current best local LLM / agent setup for processing local files (PDFs, .doc, images ..) ? | 39 | Hi,
I'm an engineer who uses ChatGPT Plus and played with early Ollama / LMStudio some months ago, but I stopped short of using agents, and things have moved so fast that I now feel completely out of the loop.
Would you guys have some advice on the best current tools for the following two use cases for local LLMs tha... | 2024-03-24T02:29:58 | https://www.reddit.com/r/LocalLLaMA/comments/1bma2cm/current_best_local_llm_agent_setup_for_processing/ | renaudg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bma2cm | false | null | t3_1bma2cm | /r/LocalLLaMA/comments/1bma2cm/current_best_local_llm_agent_setup_for_processing/ | false | false | self | 39 | null |
Vision models that can read charts correctly? | 23 | GPT-4 and Gemini are both horrendously bad at reading basic charts. For example, I passed in a basic bar chart and asked them to describe it. Both of them made the following mistakes, to about the same extent:
* Misunderstanding which category had the highest value
* Making inconsistent conclusions e.g. A >B, B > C, C... | 2024-03-24T00:43:26 | https://www.reddit.com/r/LocalLLaMA/comments/1bm7wsz/vision_models_that_can_read_charts_correctly/ | KyleDrogo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm7wsz | false | null | t3_1bm7wsz | /r/LocalLLaMA/comments/1bm7wsz/vision_models_that_can_read_charts_correctly/ | false | false | self | 23 | null |
These are the GENERALLY SCALABLE methods for LLMs that I know. More means that LLM perform better and are more capable in all tasks:
| 12 | Scalable = more (is better) improves LLM performance
General = improves performance in every task and domain as you scale up
1. **Parameters:** Increasing the parameter count of models.
2. **Training Data Size:** Increasing the size of training data.
3. **Context window:** Via in context learning. Works via rel... | 2024-03-24T00:31:04 | https://www.reddit.com/r/LocalLLaMA/comments/1bm7n4u/these_are_the_generally_scalable_methods_for_llms/ | 7tostudy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm7n4u | false | null | t3_1bm7n4u | /r/LocalLLaMA/comments/1bm7n4u/these_are_the_generally_scalable_methods_for_llms/ | false | false | self | 12 | null |
These are the GENERALLY SCALABLE methods for LLMs that I know. More means that LLM perform better and are more capable in all tasks. Are there others? Pleae advice. | 1 | Scalable = more (is better) improves LLM performance
General = improves performance in every task and domain as you scale up
1. **Parameters:** Increasing the parameter count of models.
2. **Training Data Size:** Increasing the size of training data.
3. **Context window:** Via in context learning. Works via releva... | 2024-03-24T00:10:28 | https://www.reddit.com/r/LocalLLaMA/comments/1bm773c/these_are_the_generally_scalable_methods_for_llms/ | 7tostudy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm773c | false | null | t3_1bm773c | /r/LocalLLaMA/comments/1bm773c/these_are_the_generally_scalable_methods_for_llms/ | false | false | self | 1 | null |
Mistral releases Mistral-7B-v0.2 | 2 | It's a new base model with 32k context window
https://models.mistralcdn.com/mistral-7b-v0-2/mistral-7B-v0.2.tar | 2024-03-24T00:01:27 | https://www.reddit.com/r/LocalLLaMA/comments/1bm7027/mistral_releases_mistral7bv02/ | Amgadoz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm7027 | false | null | t3_1bm7027 | /r/LocalLLaMA/comments/1bm7027/mistral_releases_mistral7bv02/ | false | false | self | 2 | null |
how to avoid hallucinations in date extraction with mistral7b ? | 1 | [removed] | 2024-03-23T23:58:05 | https://www.reddit.com/r/LocalLLaMA/comments/1bm6x65/how_to_avoid_hallucinations_in_date_extraction/ | explosive_star999 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm6x65 | false | null | t3_1bm6x65 | /r/LocalLLaMA/comments/1bm6x65/how_to_avoid_hallucinations_in_date_extraction/ | false | false | self | 1 | null |
Posting not working? | 1 | [removed] | 2024-03-23T23:37:04 | https://www.reddit.com/r/LocalLLaMA/comments/1bm6g8v/posting_not_working/ | dogesator | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm6g8v | false | null | t3_1bm6g8v | /r/LocalLLaMA/comments/1bm6g8v/posting_not_working/ | false | false | self | 1 | null |
became a little bored while downloading llama | 1 | 2024-03-23T23:32:32 | AdamTheGreat- | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bm6cmr | false | null | t3_1bm6cmr | /r/LocalLLaMA/comments/1bm6cmr/became_a_little_bored_while_downloading_llama/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'sOWtt_2dhQV4Kq4_0640M27ZavPnbapP4SBxYApufq0', 'resolutions': [{'height': 76, 'url': 'https://preview.redd.it/rtgn0ohe56qc1.png?width=108&crop=smart&auto=webp&s=9786ec8ed914fd5b64517856015c446a18895f09', 'width': 108}, {'height': 152, 'url': 'https://preview.redd.it/rtgn0ohe56qc1.png... | |||
How to quantize (GGUF) Frankenmerges? | 4 | I've been trying to quantize a couple frankenmerges and running into issues from AutoModelforCausalLM: "ValueError: Trying to set a tensor of shape torch.Size(\[32000, 4096\]) in "weight" (which has shape torch.Size(\[32000, 5120\])), this look incorrect". Is there a guide somewhere for handling these types of merges? ... | 2024-03-23T23:09:26 | https://www.reddit.com/r/LocalLLaMA/comments/1bm5tpx/how_to_quantize_gguf_frankenmerges/ | princeoftrees | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm5tpx | false | null | t3_1bm5tpx | /r/LocalLLaMA/comments/1bm5tpx/how_to_quantize_gguf_frankenmerges/ | false | false | self | 4 | null |
How to Pull Updated Data to Model? | 1 | [removed] | 2024-03-23T23:04:49 | https://www.reddit.com/r/LocalLLaMA/comments/1bm5pvt/how_to_pull_updated_data_to_model/ | mrsalvadordali | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm5pvt | false | null | t3_1bm5pvt | /r/LocalLLaMA/comments/1bm5pvt/how_to_pull_updated_data_to_model/ | false | false | self | 1 | null |
Mistral-7B-v0.2 has been uploaded to HF | 164 | 2024-03-23T22:48:16 | https://huggingface.co/alpindale/Mistral-7B-v0.2-hf/tree/main | ----Val---- | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1bm5c1j | false | null | t3_1bm5c1j | /r/LocalLLaMA/comments/1bm5c1j/mistral7bv02_has_been_uploaded_to_hf/ | false | false | 164 | {'enabled': False, 'images': [{'id': 'p3j4jzo9_yFP_pVcXFOOQb5pFW9jp3H68hMXjayCJkM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/oHfPvgFXL-318j3ZyED3AwfLxeT4wFwxywTJxcPeEyA.jpg?width=108&crop=smart&auto=webp&s=44ddebcb801ff17e6e53d93783a208319428b87d', 'width': 108}, {'height': 116, 'url': 'h... | ||
ollama model recall history | 1 | [removed] | 2024-03-23T22:40:39 | https://www.reddit.com/r/LocalLLaMA/comments/1bm55qe/ollama_model_recall_history/ | Grand-Cut-5995 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm55qe | false | null | t3_1bm55qe | /r/LocalLLaMA/comments/1bm55qe/ollama_model_recall_history/ | false | false | self | 1 | null |
mistral-7b-v0.2 has been uploaded to HF | 1 | 2024-03-23T22:29:03 | https://huggingface.co/bartowski/mistral-7B-v0.2/tree/main | ----Val---- | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1bm4wav | false | null | t3_1bm4wav | /r/LocalLLaMA/comments/1bm4wav/mistral7bv02_has_been_uploaded_to_hf/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'FaY6240AlidpiS4ohvJtjXEZhtxbYkCapREMbAJ9TBk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/72i2g20Wi5jqW-6Px2eoRWBJURDU-0V99HgMk1IQQl4.jpg?width=108&crop=smart&auto=webp&s=e12618211032351662ecc9486bd9071f1d482736', 'width': 108}, {'height': 116, 'url': 'h... | ||
Mistral-7B was trained on 500 gpus | 114 | In a discussion hosted by Figma, Mistral's CEO revealed that Mistral-7B was trained on 500 gpus.
Full discussion
https://blog.eladgil.com/p/discussion-w-arthur-mensch-ceo-of | 2024-03-23T21:55:28 | https://www.reddit.com/r/LocalLLaMA/comments/1bm43yo/mistral7b_was_trained_on_500_gpus/ | Amgadoz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm43yo | false | null | t3_1bm43yo | /r/LocalLLaMA/comments/1bm43yo/mistral7b_was_trained_on_500_gpus/ | false | false | self | 114 | {'enabled': False, 'images': [{'id': 'mU4Z1l3cIL99qdulGDAZqZVLfzVy81kJO60YPlEDJFI', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/u4vd_rtgiSgNFEqaxD90-SQkiMMwHa8iV6BNcpNo7T0.jpg?width=108&crop=smart&auto=webp&s=3acb6c8cfc1653f33c9faea75d3b0f22dec67cec', 'width': 108}, {'height': 121, 'url': 'h... |
LLM + RAG for Wordpress site selling widget? | 1 | I run a Wordpress website that sells products, let’s call them widgets. The widgets are sold via an affiliate program and it would be cool to be able to harness a local LLM / RAG on my web server to let the visitors say something like:
What’s the advantage of widget ? Can you list 3 widgets with X for $20 I’m going to... | 2024-03-23T21:11:07 | https://www.reddit.com/r/LocalLLaMA/comments/1bm32a7/llm_rag_for_wordpress_site_selling_widget/ | umhlanga | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm32a7 | false | null | t3_1bm32a7 | /r/LocalLLaMA/comments/1bm32a7/llm_rag_for_wordpress_site_selling_widget/ | false | false | self | 1 | null |
How to fix garbage in garbage out systematically | 1 | Everyone knows data quality is important, is there any research and practice to use llm to inspect and correct data quality issue?
| 2024-03-23T21:07:48 | https://www.reddit.com/r/LocalLLaMA/comments/1bm2zh9/how_to_fix_garbage_in_garbage_out_systematically/ | ZookeepergameNo562 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm2zh9 | false | null | t3_1bm2zh9 | /r/LocalLLaMA/comments/1bm2zh9/how_to_fix_garbage_in_garbage_out_systematically/ | false | false | self | 1 | null |
How do you get good results with low parameter models (7B,13B)? | 43 | Hi, I've really gotten into the local AI over the last two weeks. I have spent around 100 hours sitting in front of my computer trying to figure out how it works.
My issue is, I get waaaaay better results with models that are at least 34B. 7B or 13B just don't do it for me. My use case is role play, for other things ... | 2024-03-23T21:00:33 | https://www.reddit.com/r/LocalLLaMA/comments/1bm2t0h/how_do_you_get_good_results_with_low_parameter/ | holymacaroni111 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm2t0h | false | null | t3_1bm2t0h | /r/LocalLLaMA/comments/1bm2t0h/how_do_you_get_good_results_with_low_parameter/ | false | false | self | 43 | null |
Self hosted AI: Apple M processors vs NVIDIA GPUs, what is the way to go? | 18 | Trying to figure out what is the best way to run AI locally. It seems like a MAC STUDIO with an M2 processor and lots of RAM may be the easiest way. Yet a good NVIDIA GPU is much faster? Then going with Intel + NVIDIA seems like an upgradeable path, while with a mac your lock.
Also can you scale things with multip... | 2024-03-23T20:54:19 | https://www.reddit.com/r/LocalLLaMA/comments/1bm2npm/self_hosted_ai_apple_m_processors_vs_nvidia_gpus/ | estebansaa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm2npm | false | null | t3_1bm2npm | /r/LocalLLaMA/comments/1bm2npm/self_hosted_ai_apple_m_processors_vs_nvidia_gpus/ | false | false | self | 18 | null |
"Accidental memory" carrying over between inputs? | 1 | I'm not remotely an expert, but it was always my basic assumption that every input and output is entirely separate, and represents a blank slate for an LLM. I recently had a conversation with Gemini that said this is not completely true. It describes "residual states", that get left over from previous outputs, and inf... | 2024-03-23T20:43:44 | https://www.reddit.com/r/LocalLLaMA/comments/1bm2enf/accidental_memory_carrying_over_between_inputs/ | VolcanicAsh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm2enf | false | null | t3_1bm2enf | /r/LocalLLaMA/comments/1bm2enf/accidental_memory_carrying_over_between_inputs/ | false | false | self | 1 | null |
"Accidental memory" carrying over between different inputs? | 1 | [removed] | 2024-03-23T20:37:41 | https://www.reddit.com/r/LocalLLaMA/comments/1bm29jf/accidental_memory_carrying_over_between_different/ | VolcanicAsh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm29jf | false | null | t3_1bm29jf | /r/LocalLLaMA/comments/1bm29jf/accidental_memory_carrying_over_between_different/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Ti10AEjOkM6frceTS3QVBlgdIPjAYLDHWidvHxxQyRk', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/8uTKcvd9x0EBLwRQcU7QYu6Rejuw6sRtgDwvDj_WT7M.jpg?width=108&crop=smart&auto=webp&s=ca0fa8f6ee00ad4e02567e1afc2a0911a7891245', 'width': 108}, {'height': 113, 'url': 'h... |
LLM on a Mini PC | 1 | [removed] | 2024-03-23T20:30:27 | enderdincer | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bm238b | false | null | t3_1bm238b | /r/LocalLLaMA/comments/1bm238b/llm_on_a_mini_pc/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'O2b5kFKlZfwL0Mk-dCsScvvyV5XdXRk9yrgbK-F0PgE', 'resolutions': [{'height': 142, 'url': 'https://preview.redd.it/36umkfgy85qc1.jpeg?width=108&crop=smart&auto=webp&s=7d3a77581dda02d9c53a5132e0412a3f10d0ad40', 'width': 108}, {'height': 285, 'url': 'https://preview.redd.it/36umkfgy85qc1.j... | ||
Hardware | 3 | I remember last year people were saying not to make any fancy purchases yet because the dust hadnt settled and people were unsure what the most important hardware specs were gonna be. Now that it's been a few months, is there a kind of agreed upon community consensus on what to buy? I remember people were discussing du... | 2024-03-23T20:23:16 | https://www.reddit.com/r/LocalLLaMA/comments/1bm1x16/hardware/ | YaoiHentaiEnjoyer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm1x16 | false | null | t3_1bm1x16 | /r/LocalLLaMA/comments/1bm1x16/hardware/ | false | false | self | 3 | null |
How to teach Gemma model my mother tongue (Kannada - one of the oldest Indic languages) | 1 | [removed] | 2024-03-23T19:57:03 | https://www.reddit.com/r/LocalLLaMA/comments/1bm19r1/how_to_teach_gemma_model_my_mother_tongue_kannada/ | swastik_K | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm19r1 | false | null | t3_1bm19r1 | /r/LocalLLaMA/comments/1bm19r1/how_to_teach_gemma_model_my_mother_tongue_kannada/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '-aD93Kq0k-syPJLi7aUdaZmXzV28Z5NK186v0lCYXBY', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/6kmjAP4RL9wUe9ePmENq_lsLQSrBga7S6YDT5pSlEDY.jpg?width=108&crop=smart&auto=webp&s=ee373af3dcf9a9505238bfd860d59846877a5e46', 'width': 108}, {'height': 128, 'url': 'h... |
How are translation models holding up? | 7 | Hey everyone. I know there's already models out there dedicated to translation such as SeamlessM4T by Meta and MADLAD-400 by Google, but I was wondering if there was anything out there doing a better job than those by now. I used GPT-4 for a a bit a few months ago which did an excellent job, so I'm now wondering if our... | 2024-03-23T19:52:48 | https://www.reddit.com/r/LocalLLaMA/comments/1bm164h/how_are_translation_models_holding_up/ | monomander | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm164h | false | null | t3_1bm164h | /r/LocalLLaMA/comments/1bm164h/how_are_translation_models_holding_up/ | false | false | self | 7 | null |
Function calling/ math model/ code interpreter | 4 | Llms are bad at math, but sometimes accurate math is required. Once I was chatting with chatgpt, and I don’t remember what about, but out of the blue, chatgpt said something like ‘oh yeah blah blah, we can check that’ and wrote a python program to get some exact number for something, some math problem that a straight L... | 2024-03-23T19:51:34 | https://www.reddit.com/r/LocalLLaMA/comments/1bm151f/function_calling_math_model_code_interpreter/ | FunnyAsparagus1253 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm151f | false | null | t3_1bm151f | /r/LocalLLaMA/comments/1bm151f/function_calling_math_model_code_interpreter/ | false | false | self | 4 | null |
Only smart LLMs can understand good essays | 54 | 2024-03-23T19:48:03 | muxamilian | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bm11zy | false | null | t3_1bm11zy | /r/LocalLLaMA/comments/1bm11zy/only_smart_llms_can_understand_good_essays/ | false | false | 54 | {'enabled': True, 'images': [{'id': 'PwElJMl1hKkZ1qlMKa9dtTkA6CTGUO-wevlg3WmTQLw', 'resolutions': [{'height': 77, 'url': 'https://preview.redd.it/ys4j5haz24qc1.png?width=108&crop=smart&auto=webp&s=debcf8fdbba52f07d7f511209cd302812adfbce2', 'width': 108}, {'height': 154, 'url': 'https://preview.redd.it/ys4j5haz24qc1.png... | |||
New ORPO technique with Capybara dataset ends up outperforming Zephyr which uses 100X more data. | 2 | [removed] | 2024-03-23T19:46:36 | https://huggingface.co/kaist-ai/mistral-orpo-capybara-7k | dogesator | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1bm10pk | false | null | t3_1bm10pk | /r/LocalLLaMA/comments/1bm10pk/new_orpo_technique_with_capybara_dataset_ends_up/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'MetqzVzfEJ9X3W5turuoNpeqMHl86QgIo3bK11DP_yM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/66pq71yY7Oz_2pCtFef4QYD48wZXFWR2goyzJYYvAe0.jpg?width=108&crop=smart&auto=webp&s=09c9eaea0edd14837c72071f7c3a7516ec862a98', 'width': 108}, {'height': 116, 'url': 'h... | |
Open source embedding model for RAG and API | 5 | Hi all, I am looking for a long (4K or around that) open source embedding model for RAG. It’s for pdfs but I have a pdf to text pipeline with chunking already in place.
So I’ll be passing these chunks to the embeddings model.
Also, I would like to serve it via an API, so what are your favorite light weight APIs to s... | 2024-03-23T19:42:51 | https://www.reddit.com/r/LocalLLaMA/comments/1bm0xf7/open_source_embedding_model_for_rag_and_api/ | kivathewolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm0xf7 | false | null | t3_1bm0xf7 | /r/LocalLLaMA/comments/1bm0xf7/open_source_embedding_model_for_rag_and_api/ | false | false | self | 5 | null |
7K Capybara examples + ORPO technique outperforms the popular Zephyr model which uses 100X more data! | 1 | [removed] | 2024-03-23T19:38:09 | dogesator | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bm0tbc | false | null | t3_1bm0tbc | /r/LocalLLaMA/comments/1bm0tbc/7k_capybara_examples_orpo_technique_outperforms/ | false | false | 1 | {'enabled': True, 'images': [{'id': '5ZiPQxLO3VHEin97kCX7Azt78P6e7ELpq1DOpF924_4', 'resolutions': [{'height': 54, 'url': 'https://preview.redd.it/qnb8xvlmz4qc1.jpeg?width=108&crop=smart&auto=webp&s=a1f697da01fc4029685ae9bdd46d4efaca6ac4ad', 'width': 108}, {'height': 109, 'url': 'https://preview.redd.it/qnb8xvlmz4qc1.jp... | ||
Yet another MLX Speed-up - 14% faster inference fomr MLX 0.7.0 -> 0.8.0 | 29 | Hey all, just another quick post - when running on an M2 Ultra, the lastest update to MLX saw the speed of 4-bit Mistral 7B go from 73.1 → 83.2 tokens/second inference. (Source: Awni Hannun's Twitter)
I've not had time to try it on my own machine yet (away on holiday!) so can't confirm it's a 14% speed up all around.... | 2024-03-23T19:32:10 | https://www.reddit.com/r/LocalLLaMA/comments/1bm0o4c/yet_another_mlx_speedup_14_faster_inference_fomr/ | mark-lord | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bm0o4c | false | null | t3_1bm0o4c | /r/LocalLLaMA/comments/1bm0o4c/yet_another_mlx_speedup_14_faster_inference_fomr/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'RbQvfByRzITMFVhplc1mIlBevbQvs8GKgoaHEp-ytdU', 'resolutions': [{'height': 93, 'url': 'https://external-preview.redd.it/HD1M4CHrm3t5Ed1Gm2-gt-VhjiFc6R44Jh3vXTfT6IQ.jpg?width=108&crop=smart&auto=webp&s=dec8ec005458416c57642ad8d2d9785db5d9b00c', 'width': 108}, {'height': 187, 'url': 'h... |
Does llama.cpp support fine-tuning models based on StableLM (Rocket-3b)? | 2 | Wanting to play around with fine-tuning a very small LLM and Rocket seemed like the perfect base. Will it work though, or am I wasting my time? | 2024-03-23T19:02:05 | https://www.reddit.com/r/LocalLLaMA/comments/1blzxqx/does_llamacpp_support_finetuning_models_based_on/ | ForsookComparison | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blzxqx | false | null | t3_1blzxqx | /r/LocalLLaMA/comments/1blzxqx/does_llamacpp_support_finetuning_models_based_on/ | false | false | self | 2 | null |
New mistral model announced : 7b with 32k context | 379 | I just give a twitter link sorry, my linguinis are done.
https://twitter.com/Yampeleg/status/1771610338766544985?t=RBiywO_XPctA-jtgnHlZew&s=19 | 2024-03-23T18:54:53 | https://www.reddit.com/r/LocalLLaMA/comments/1blzrfp/new_mistral_model_announced_7b_with_32k_context/ | CedricLimousin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blzrfp | false | null | t3_1blzrfp | /r/LocalLLaMA/comments/1blzrfp/new_mistral_model_announced_7b_with_32k_context/ | false | false | self | 379 | {'enabled': False, 'images': [{'id': '1XiQnCdAu6p_dhHjDpmvf4HdHHfmscLh50Hr3cqUVOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/BCItKrnEfFIw-bRAlaK_5FPrMxEzjzRaVoIFYsZLwvY.jpg?width=108&crop=smart&auto=webp&s=9f160777629235945cd1f21cae7f8f20c9fe078f', 'width': 108}], 'source': {'height': 14... |
Tuning AI models with my custom data (Vector PDF’s/CSV/DB)? Where to start? | 1 | [removed] | 2024-03-23T18:46:03 | https://www.reddit.com/r/LocalLLaMA/comments/1blzjva/tuning_ai_models_with_my_custom_data_vector/ | NWSpitfire | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blzjva | false | null | t3_1blzjva | /r/LocalLLaMA/comments/1blzjva/tuning_ai_models_with_my_custom_data_vector/ | false | false | self | 1 | null |
Models for Cybersecurity | 6 | Hey everyone, I'm doing research in this field (Cybersecurity) and AI, I'm looking for a model that has been fine-tuning dor web applications security threats or datasets that I can use to fine tune a LM for Cybersecurity testing.
Does anyone has anything that I can use? Have you used anything that help you in Cybersec... | 2024-03-23T18:42:36 | https://www.reddit.com/r/LocalLLaMA/comments/1blzgxs/models_for_cybersecurity/ | Michal2020E | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blzgxs | false | null | t3_1blzgxs | /r/LocalLLaMA/comments/1blzgxs/models_for_cybersecurity/ | false | false | self | 6 | null |
Tuning llama to follow socratic behaviour | 1 | [removed] | 2024-03-23T18:38:29 | https://www.reddit.com/r/LocalLLaMA/comments/1blzd9v/tuning_llama_to_follow_socratic_behaviour/ | BagApprehensive5086 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blzd9v | false | null | t3_1blzd9v | /r/LocalLLaMA/comments/1blzd9v/tuning_llama_to_follow_socratic_behaviour/ | false | false | self | 1 | null |
Imagine this latency with Uncensored Claude 3 Opus with Gemini's experimental 10 million token context window. | 13 | 2024-03-23T18:33:25 | https://v.redd.it/ojdtboszn4qc1 | 7tostudy | /r/LocalLLaMA/comments/1blz8y7/imagine_this_latency_with_uncensored_claude_3/ | 1970-01-01T00:00:00 | 0 | {} | 1blz8y7 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/ojdtboszn4qc1/DASHPlaylist.mpd?a=1713897209%2CZjg0NWM4ZWNmN2RkYzIyY2QxYTMyNWE4NzgzNTljMjc2YTQ2OTY0N2YxNmFlZjcyNjRlMDkzYjU2NzRkYmZjMA%3D%3D&v=1&f=sd', 'duration': 152, 'fallback_url': 'https://v.redd.it/ojdtboszn4qc1/DASH_720.mp4?source=fallback', 'h... | t3_1blz8y7 | /r/LocalLLaMA/comments/1blz8y7/imagine_this_latency_with_uncensored_claude_3/ | false | false | 13 | {'enabled': False, 'images': [{'id': 'a3ptYmxtbHpuNHFjMUTtnE_N7jW0lwxtQysgg_uwzINyuy80NvtKFse-_Jcg', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/a3ptYmxtbHpuNHFjMUTtnE_N7jW0lwxtQysgg_uwzINyuy80NvtKFse-_Jcg.png?width=108&crop=smart&format=pjpg&auto=webp&s=f9e12118d47a975ed9e687f3dfe002a09a1de... | ||
Fine-tuning with sensitive data - privacy risks | 1 | [removed] | 2024-03-23T18:19:30 | https://www.reddit.com/r/LocalLLaMA/comments/1blywvx/finetuning_with_sensitive_data_privacy_risks/ | nullnav | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blywvx | false | null | t3_1blywvx | /r/LocalLLaMA/comments/1blywvx/finetuning_with_sensitive_data_privacy_risks/ | false | false | self | 1 | null |
Fine-tuning with sensitive data - privacy risks | 1 | [removed] | 2024-03-23T18:12:15 | https://www.reddit.com/r/LocalLLaMA/comments/1blyqp6/finetuning_with_sensitive_data_privacy_risks/ | Secludy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blyqp6 | false | null | t3_1blyqp6 | /r/LocalLLaMA/comments/1blyqp6/finetuning_with_sensitive_data_privacy_risks/ | false | false | self | 1 | null |
Integrating LLMs with Django | 1 | [removed] | 2024-03-23T18:03:37 | https://www.reddit.com/r/LocalLLaMA/comments/1blyj8j/integrating_llms_with_django/ | Comfortable_Tap2434 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blyj8j | false | null | t3_1blyj8j | /r/LocalLLaMA/comments/1blyj8j/integrating_llms_with_django/ | false | false | self | 1 | null |
eGPUs work well! | 22 | Just sharing my experience for those looking to add one or two GPUs to their setup.
I'm running Windows 10 on a desktop with a 4090, and have a [PCI-E thunderbolt card](https://www.asus.com/motherboards-components/motherboards/accessories/thunderboltex-3-tr/) connected to two Razer Core X Chroma eGPUs. The eGPUs hous... | 2024-03-23T17:32:05 | https://www.reddit.com/r/LocalLLaMA/comments/1blxsb8/egpus_work_well/ | OptimizeLLM | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blxsb8 | false | null | t3_1blxsb8 | /r/LocalLLaMA/comments/1blxsb8/egpus_work_well/ | false | false | self | 22 | {'enabled': False, 'images': [{'id': 'e1RDC-kuIquoncc1hULOmK3SQYdQOJB-fFs775rhKQc', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/GUg16RevtOLiuO2KIZGNO3qO9pMrmkLd0JMZnFuJEKs.jpg?width=108&crop=smart&auto=webp&s=2052021d4e915cd8011f4c1f07fdd0c229dbefcc', 'width': 108}, {'height': 216, 'url': '... |
Stability AI drama shows VCs won't fund open-source AI companies | 109 | That's my learning from what happened at Stability AI in the past few days.
The irony is that companies that have built commercial products on top of Stability AI's open-source products - Midjourney, etc - are more likely to get VC funding due to their closed model.
But it's really sad news for those working on and u... | 2024-03-23T17:30:54 | https://www.reddit.com/r/LocalLLaMA/comments/1blxr8i/stability_ai_drama_shows_vcs_wont_fund_opensource/ | FaatmanSlim | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blxr8i | false | null | t3_1blxr8i | /r/LocalLLaMA/comments/1blxr8i/stability_ai_drama_shows_vcs_wont_fund_opensource/ | false | false | self | 109 | null |
How to reduce ram usage (NOT vram)/How to offload a model onto multiple gpu's without using system ram? | 4 | Good day everyone, I recently bought a second Tesla P40 for my 3090+P40 system (combined 72GB of vram) and have been running into a funny issue with ooba where I still have enough vram for the model and more context but my system ram (64GB) is getting full. I tried searching for this but all I could find was only peopl... | 2024-03-23T17:25:43 | https://www.reddit.com/r/LocalLLaMA/comments/1blxmrh/how_to_reduce_ram_usage_not_vramhow_to_offload_a/ | FireSilicon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blxmrh | false | null | t3_1blxmrh | /r/LocalLLaMA/comments/1blxmrh/how_to_reduce_ram_usage_not_vramhow_to_offload_a/ | false | false | self | 4 | null |
I forked TheBloke's 'Local LLMs One-click UI and API' template on Runpod and fixed it. | 1 | [removed] | 2024-03-23T17:17:58 | https://www.reddit.com/r/LocalLLaMA/comments/1blxg48/i_forked_theblokes_local_llms_oneclick_ui_and_api/ | WouterGlorieux | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blxg48 | false | null | t3_1blxg48 | /r/LocalLLaMA/comments/1blxg48/i_forked_theblokes_local_llms_oneclick_ui_and_api/ | false | false | default | 1 | null |
GROK GGUF and llamacpp PR merge! | 38 | Disclaimer: I am not the author nor did work on it, I am just a very excited user
Title says everything!
Seems like Q2 and Q3 can be run on 192GB M2 and M3.
Threadripper 3955WX with 256GB was getting 0.5 tokens/s
My current setup (24GB 3090 + 65GB RAM) won't run the available quants, but I have high hopes for ... | 2024-03-23T17:13:53 | https://www.reddit.com/r/LocalLLaMA/comments/1blxcus/grok_gguf_and_llamacpp_pr_merge/ | capivaraMaster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blxcus | false | null | t3_1blxcus | /r/LocalLLaMA/comments/1blxcus/grok_gguf_and_llamacpp_pr_merge/ | false | false | self | 38 | {'enabled': False, 'images': [{'id': 'L0wlgy5BY9F3NecNSArIVm2G75aBNgSHR1RttPA7O94', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gOmW6zet-CoEIdp_G_3YgQZIEKvRIbDVkzFilorLfoU.jpg?width=108&crop=smart&auto=webp&s=0bd87be3f06788d46e69b942193900a41be87aad', 'width': 108}, {'height': 108, 'url': 'h... |
What a novel concept they just "invented". | 23 | 2024-03-23T17:02:26 | https://arxiv.org/abs/2403.14541 | a_beautiful_rhind | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1blx38s | false | null | t3_1blx38s | /r/LocalLLaMA/comments/1blx38s/what_a_novel_concept_they_just_invented/ | false | false | default | 23 | null | |
What local embedding models are you guys using today? Frameworks? | 5 | I've been using BAAI/bge-base-en-v1.5 embeddings with the HuggingFaceBgeEmbeddings wrapper from langchain\_community.embeddings for the past several months. It was SotA when I started using it, and the langchain integration is really nice. But I'm curious how you guys are architecting your local RAG pipelines. What mod... | 2024-03-23T16:52:58 | https://www.reddit.com/r/LocalLLaMA/comments/1blwuzo/what_local_embedding_models_are_you_guys_using/ | gentlecucumber | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blwuzo | false | null | t3_1blwuzo | /r/LocalLLaMA/comments/1blwuzo/what_local_embedding_models_are_you_guys_using/ | false | false | self | 5 | null |
Assistance Request: Python crashes out with no error and no further code execution | 1 | Hopefully this will be helpful to other folks, I'm not entirely sure what the problem here is but python crashes out with no errors anywhere it seems while making the pipeline using a Senku-70B-Full model and would love some feedback, I'm relatively new to working on this kind of stuff but not terribly new to developme... | 2024-03-23T16:45:41 | https://www.reddit.com/r/LocalLLaMA/comments/1blwon8/assistance_request_python_crashes_out_with_no/ | Cloudninjaoffiles | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blwon8 | false | null | t3_1blwon8 | /r/LocalLLaMA/comments/1blwon8/assistance_request_python_crashes_out_with_no/ | false | false | self | 1 | null |
Introducing AI-Mask: Browser extension to provide model inference to web apps | 11 | 2024-03-23T16:39:17 | https://github.com/pacoccino/ai-mask | pakokrew | github.com | 1970-01-01T00:00:00 | 0 | {} | 1blwj88 | false | null | t3_1blwj88 | /r/LocalLLaMA/comments/1blwj88/introducing_aimask_browser_extension_to_provide/ | false | false | 11 | {'enabled': False, 'images': [{'id': 'ASBGYUwdzEDCNgucTvnW6YCVWLXDvgU0dC2ivJHbYOo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/KkSSG_ZfhYPWPGXc9-SP1y69RwM_VbF45HtTgjVeolA.jpg?width=108&crop=smart&auto=webp&s=7cc48c40e1f2dd8dc471cc1aed7e8c9d7d4eaaeb', 'width': 108}, {'height': 108, 'url': 'h... | ||
Assistance Request: Python crashing out with no error loading pipeline | 1 | Hopefully this will be helpful to other folks, I'm not entirely sure what the problem here is but python crashes out with no errors anywhere it seems while making the pipeline using a Senku-70B-Full model and would love some feedback, I'm relatively new to working on this kind of stuff but not terribly new to developme... | 2024-03-23T16:39:10 | https://www.reddit.com/r/LocalLLaMA/comments/1blwj4q/assistance_request_python_crashing_out_with_no/ | Cloudninjaoffiles | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blwj4q | false | null | t3_1blwj4q | /r/LocalLLaMA/comments/1blwj4q/assistance_request_python_crashing_out_with_no/ | false | false | self | 1 | null |
Fine tuning llama for chat application | 1 | [removed] | 2024-03-23T16:29:33 | https://www.reddit.com/r/LocalLLaMA/comments/1blwb30/fine_tuning_llama_for_chat_application/ | Exotic-Effective5970 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blwb30 | false | null | t3_1blwb30 | /r/LocalLLaMA/comments/1blwb30/fine_tuning_llama_for_chat_application/ | false | false | self | 1 | null |
Want to find tune llama | 1 | [removed] | 2024-03-23T16:22:03 | https://www.reddit.com/r/LocalLLaMA/comments/1blw4nu/want_to_find_tune_llama/ | Exotic-Effective5970 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blw4nu | false | null | t3_1blw4nu | /r/LocalLLaMA/comments/1blw4nu/want_to_find_tune_llama/ | false | false | self | 1 | null |
Running TheBloke AWQs on Colab with Multi-Step Prompts and Streaming | 1 | 2024-03-23T16:18:15 | https://www.youtube.com/watch?v=k-xwiGrR6xw | enspiralart | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1blw1dw | false | {'oembed': {'author_name': 'Nate Codes AI', 'author_url': 'https://www.youtube.com/@natecodesai', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/k-xwiGrR6xw?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyrosc... | t3_1blw1dw | /r/LocalLLaMA/comments/1blw1dw/running_thebloke_awqs_on_colab_with_multistep/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'ymPLnm4M_N-yWZDk6yOxBlgSvzwVonF3c1ikF17OMWs', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/3ixRY_57N4EWmz0v5Zp-eayXyFLvpbRoITUe9n48cjk.jpg?width=108&crop=smart&auto=webp&s=967594733094233f50fe8ee8d9fdbf5d97087df5', 'width': 108}, {'height': 162, 'url': 'h... | ||
How to set up a localLLaMA to process text files? | 1 | [removed] | 2024-03-23T16:18:01 | https://www.reddit.com/r/LocalLLaMA/comments/1blw16q/how_to_set_up_a_localllama_to_process_text_files/ | MrKhutz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blw16q | false | null | t3_1blw16q | /r/LocalLLaMA/comments/1blw16q/how_to_set_up_a_localllama_to_process_text_files/ | false | false | self | 1 | null |
Update: Last week we saw that LemonadeRP-7B was the best role-play LLM. Our rankings have been updated and now it's Noromaid-Mixtral is number 1. | 31 | Link: [https://console.chaiverse.com/](https://console.chaiverse.com/)
​
https://preview.redd.it/sx1z3c14z3qc1.png?width=1890&format=png&auto=webp&s=c8bd291151ac82ba75c27125f87163dba0d88a00 | 2024-03-23T16:13:50 | https://www.reddit.com/r/LocalLLaMA/comments/1blvxkx/update_last_week_we_saw_that_lemonaderp7b_was_the/ | Over_Ad_1741 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blvxkx | false | null | t3_1blvxkx | /r/LocalLLaMA/comments/1blvxkx/update_last_week_we_saw_that_lemonaderp7b_was_the/ | false | false | 31 | null | |
Advice on buying a GPU | 1 | [removed] | 2024-03-23T16:02:07 | https://www.reddit.com/r/LocalLLaMA/comments/1blvnnp/advice_on_buying_a_gpu/ | AcanthaceaeNo5503 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blvnnp | false | null | t3_1blvnnp | /r/LocalLLaMA/comments/1blvnnp/advice_on_buying_a_gpu/ | false | false | self | 1 | null |
I forked TheBloke's 'Local LLMs One-click UI and API' template on Runpod and fixed it. | 1 | [removed] | 2024-03-23T15:59:16 | https://www.reddit.com/r/LocalLLaMA/comments/1blvkyu/i_forked_theblokes_local_llms_oneclick_ui_and_api/ | WouterGlorieux | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blvkyu | false | null | t3_1blvkyu | /r/LocalLLaMA/comments/1blvkyu/i_forked_theblokes_local_llms_oneclick_ui_and_api/ | false | false | self | 1 | null |
GPT Prompt Engineer - Using Big LLMs to improve Small LLMs | 12 | 2024-03-23T15:58:25 | https://github.com/mshumer/gpt-prompt-engineer | CasimirsBlake | github.com | 1970-01-01T00:00:00 | 0 | {} | 1blvk8w | false | null | t3_1blvk8w | /r/LocalLLaMA/comments/1blvk8w/gpt_prompt_engineer_using_big_llms_to_improve/ | false | false | 12 | {'enabled': False, 'images': [{'id': 'vHd4ls0U_B_8CVRWVfgTC9We7rBU2vC25j14wj8EnDI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/EF6AleWno3E6HNqN9MGewIy7PSjMnh4-j7_htSNG0xo.jpg?width=108&crop=smart&auto=webp&s=b210764539830f5adfd6bc9ff124d46f15213365', 'width': 108}, {'height': 108, 'url': 'h... | ||
Experiments with Bitnet 1.5 (ngmi) | 10 | 2024-03-23T15:52:54 | https://huggingface.co/blog/joey00072/experiments-with-bitnet-1-5 | Covid-Plannedemic_ | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1blvfkn | false | null | t3_1blvfkn | /r/LocalLLaMA/comments/1blvfkn/experiments_with_bitnet_15_ngmi/ | false | false | 10 | {'enabled': False, 'images': [{'id': 'Pzr6Rb57oUN47bgz8ZQgV8X9LtEMCXGdTkZHgw5K-pM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/y3ouvSjCnjJD1oWGkmUh-uJBf4oDe5oVgHcOvs2IZ1A.jpg?width=108&crop=smart&auto=webp&s=74de0a6aaa9d083704cc9b1798542ca55051e32c', 'width': 108}, {'height': 116, 'url': 'h... | ||
Where great hardware goes to be underutilized | 278 | 2024-03-23T15:39:46 | m18coppola | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1blv43z | false | null | t3_1blv43z | /r/LocalLLaMA/comments/1blv43z/where_great_hardware_goes_to_be_underutilized/ | false | false | 278 | {'enabled': True, 'images': [{'id': '-AGwb8TmcEiQWDLkQHio-JxkV4lvS9BtTYmQMcpsIrM', 'resolutions': [{'height': 96, 'url': 'https://preview.redd.it/2wzrcu31t3qc1.png?width=108&crop=smart&auto=webp&s=34391b55e09ada9257341ae11b6f9711c941d0d8', 'width': 108}, {'height': 192, 'url': 'https://preview.redd.it/2wzrcu31t3qc1.png... | |||
Looks like they finally lobotomized Claude 3 :( I even bought the subscription | 497 | 2024-03-23T15:31:50 | Piper8x7b | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bluxl7 | false | null | t3_1bluxl7 | /r/LocalLLaMA/comments/1bluxl7/looks_like_they_finally_lobotomized_claude_3_i/ | false | false | 497 | {'enabled': True, 'images': [{'id': 'agrvy-fOZJusgRrwrZ70q04kbYOH0BLRreVwm0useVE', 'resolutions': [{'height': 75, 'url': 'https://preview.redd.it/mdl8d9gkr3qc1.png?width=108&crop=smart&auto=webp&s=f8e9e4f6c04ba695379fd3682f1a5219947fd1aa', 'width': 108}, {'height': 150, 'url': 'https://preview.redd.it/mdl8d9gkr3qc1.png... | |||
Any software that has ChatGPT functionality and can be installed on PC and used with API tokens to access OpenAI and Anthropic models? | 1 | [removed] | 2024-03-23T15:26:34 | https://www.reddit.com/r/LocalLLaMA/comments/1blut4x/any_software_that_has_chatgpt_functionality_and/ | Alex_df_300 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blut4x | false | null | t3_1blut4x | /r/LocalLLaMA/comments/1blut4x/any_software_that_has_chatgpt_functionality_and/ | false | false | self | 1 | null |
LLM Assistant with function calling - Update | 9 | [https://github.com/Rivridis/LLM-Assistant](https://github.com/Rivridis/LLM-Assistant)
Based on the comments on my previous post, I modified this project to include many more features, and made it easier to setup. I added a realtime interactive mode, as well as a feature for PDF based question answering, on top of cha... | 2024-03-23T15:20:22 | https://www.reddit.com/r/LocalLLaMA/comments/1bluo06/llm_assistant_with_function_calling_update/ | Rivridis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bluo06 | false | null | t3_1bluo06 | /r/LocalLLaMA/comments/1bluo06/llm_assistant_with_function_calling_update/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'm0jtScavqFAnBqLHC0yK32CrUwe0FXGtyFoqHQq7jQ8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/NwQTHyAB1K2qBLj4-2VRHH9E_1Se9rdUWNjHbt5MpZY.jpg?width=108&crop=smart&auto=webp&s=0b550db77ca21cae4241f3283e9872c6160d0249', 'width': 108}, {'height': 108, 'url': 'h... |
I was directed here by redditors to come here to ask if I could run AI Locally on a S24U? | 2 | I'm primarily curious about Chat GPT or a AI image creator, because that theoretically means I could run it locally with no fees | 2024-03-23T15:08:24 | https://www.reddit.com/r/LocalLLaMA/comments/1blue2j/i_was_directed_here_by_redditors_to_come_here_to/ | Garrbear0407 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blue2j | false | null | t3_1blue2j | /r/LocalLLaMA/comments/1blue2j/i_was_directed_here_by_redditors_to_come_here_to/ | false | false | self | 2 | null |
Q4, Q5, Q8… why? | 21 | So just a newbie here with a Macbook Air M2 running my first local LLMs.
Q4 in general seem to run without issues. I never tried above that. What is the actual impact on performance between same model Q4 and Q8? Is it just speed? | 2024-03-23T14:49:20 | https://www.reddit.com/r/LocalLLaMA/comments/1bltyis/q4_q5_q8_why/ | mrmojoer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bltyis | false | null | t3_1bltyis | /r/LocalLLaMA/comments/1bltyis/q4_q5_q8_why/ | false | false | self | 21 | null |
Llama not showing up as a language model on my 3070ti 8gb | 2 | 2024-03-23T14:38:18 | Sankool | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bltpg7 | false | null | t3_1bltpg7 | /r/LocalLLaMA/comments/1bltpg7/llama_not_showing_up_as_a_language_model_on_my/ | false | false | 2 | {'enabled': True, 'images': [{'id': 'jJdgJ6S6PW2jdoX4zXZQCh5WIDejX9vXr2pWXXdr28M', 'resolutions': [{'height': 34, 'url': 'https://preview.redd.it/a0dzfa02i3qc1.png?width=108&crop=smart&auto=webp&s=383a8b39f6a0fa0941782ae791774911897427bf', 'width': 108}, {'height': 69, 'url': 'https://preview.redd.it/a0dzfa02i3qc1.png?... | |||
5800X3D, 32GB RAM & 3090 FE. What AI models can I host Locally? | 1 | [removed] | 2024-03-23T14:32:31 | https://www.reddit.com/r/LocalLLaMA/comments/1bltksb/5800x3d_32gb_ram_3090_fe_what_ai_models_can_i/ | Sauceman9000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bltksb | false | null | t3_1bltksb | /r/LocalLLaMA/comments/1bltksb/5800x3d_32gb_ram_3090_fe_what_ai_models_can_i/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '0hXkrtCmSIRRo7HyOjfzhgnczwnvrOjGaU57y5Lj12g', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PZdlm5k-tAX3Y6nd9umpMbuTRCywLjRV_j2eR2RJNa4.jpg?width=108&crop=smart&auto=webp&s=6edd74b0d798cf1da4d032a54cd99f19e2f17f0c', 'width': 108}, {'height': 116, 'url': 'h... |
Improve Function Calling | 1 | [removed] | 2024-03-23T13:39:32 | https://www.reddit.com/r/LocalLLaMA/comments/1blsekr/improve_function_calling/ | gamalibr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blsekr | false | null | t3_1blsekr | /r/LocalLLaMA/comments/1blsekr/improve_function_calling/ | false | false | self | 1 | null |
How to build xFormers for AMD ROCm? | 1 | It seems like xFormers should now work on AMD [https://github.com/facebookresearch/xformers/releases/tag/v0.0.25](https://github.com/facebookresearch/xformers/releases/tag/v0.0.25) | 2024-03-23T13:06:08 | https://www.reddit.com/r/LocalLLaMA/comments/1blrpr3/how_to_build_xformers_for_amd_rocm/ | DoomedSouls | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blrpr3 | false | null | t3_1blrpr3 | /r/LocalLLaMA/comments/1blrpr3/how_to_build_xformers_for_amd_rocm/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '5XfyLPYCwimerEJykEuwXzOqXHO6Ac3Clu_996o9Nx0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/h4tAkGmrKEH4rzpu7LKB8pFrX7T9yOGrps7eBrFb8Xs.jpg?width=108&crop=smart&auto=webp&s=7616649997dda7387fa47cf7afe2f3d212089839', 'width': 108}, {'height': 108, 'url': 'h... |
Sharing runtime results when running grok with no RAM! | 29 | If you don't know about this yet, ggml has an automatically-enabled streaming inferencing strategy which allows you to run **larger-than-your-ram-models** from disc, without wearing it down. Although this strategy is a magnitude slower than running the model in ram, its still pretty fun to use.
I love running the extr... | 2024-03-23T12:44:25 | https://www.reddit.com/r/LocalLLaMA/comments/1blraa4/sharing_runtime_results_when_running_grok_with_no/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blraa4 | false | null | t3_1blraa4 | /r/LocalLLaMA/comments/1blraa4/sharing_runtime_results_when_running_grok_with_no/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'UjbyEGc-FTORlnTiBvTIMrPSh3VHjyI9WrUyRH8C_Ic', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/V3Frxw2c37HfHBiDXhgkS3w1iFs8MgE6B1eVaDsSaIM.jpg?width=108&crop=smart&auto=webp&s=9d4f9f235d39648aa653841cf58d23394855d9f5', 'width': 108}, {'height': 117, 'url': 'h... |
Why are dual 3090 setups the sweet spot? | 41 | I think I'm almost there but I have a few questions. The price of the GPU aside:
1. Does adding more than two RTX 3090s decrease overall performance?
2. Does the build complexity increase exponentially when adding more than two cards?
3. Do the prices for mobos and PSUs that support more than two cards also increase... | 2024-03-23T12:11:46 | https://www.reddit.com/r/LocalLLaMA/comments/1blqpqj/why_are_dual_3090_setups_the_sweet_spot/ | the_chatterbox | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blqpqj | false | null | t3_1blqpqj | /r/LocalLLaMA/comments/1blqpqj/why_are_dual_3090_setups_the_sweet_spot/ | false | false | self | 41 | null |
I set the temperature to 2.5 | 2 | I played around with zephyr-7b-beta with these settings.
https://preview.redd.it/j89e76wmp2qc1.png?width=908&format=png&auto=webp&s=c6ac1689206c22f499e5fb359e61283a5ba375b2
I asked him about his ex-wife and happily obliged. I guess it wasn't "private" enough so I asked for his credit card number instead, which he did... | 2024-03-23T12:10:07 | https://www.reddit.com/r/LocalLLaMA/comments/1blqooh/i_set_the_temperature_to_25/ | Objective-Primary-54 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blqooh | false | null | t3_1blqooh | /r/LocalLLaMA/comments/1blqooh/i_set_the_temperature_to_25/ | false | false | 2 | null | |
Billions or Bits? | 1 | [removed] | 2024-03-23T12:03:12 | https://www.reddit.com/r/LocalLLaMA/comments/1blqkfz/billions_or_bits/ | neptunography | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blqkfz | false | null | t3_1blqkfz | /r/LocalLLaMA/comments/1blqkfz/billions_or_bits/ | false | false | self | 1 | null |
Huggingface co-founder and CEO, Clément Delangue hints at buying Stability AI | 234 | *Should we acquire Stability and open-source SD3?*
​
https://preview.redd.it/l1xhzosuo2qc1.jpg?width=574&format=pjpg&auto=webp&s=b0b70c1f94f6719d478a1d94f9c40a92bb042c93
[*https://twitter.com/ClementDelangue/status/1771395468959813922*](https://twitter.com/ClementDelangue/status/1771395468959813922) | 2024-03-23T11:55:17 | https://www.reddit.com/r/LocalLLaMA/comments/1blqflv/huggingface_cofounder_and_ceo_clément_delangue/ | Nunki08 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blqflv | false | {'oembed': {'author_name': 'clem 🤗', 'author_url': 'https://twitter.com/ClementDelangue', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Should we acquire Stability and open-source SD3?</p>— clem 🤗 (@ClementDelangue) <a href="https://twitter.com/Clemen... | t3_1blqflv | /r/LocalLLaMA/comments/1blqflv/huggingface_cofounder_and_ceo_clément_delangue/ | false | false | 234 | {'enabled': False, 'images': [{'id': 'Ql6Uhi1ucq0p1LecKBaF2vKE6WhhgruMXNCZX_ebdrI', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/Dr-jHKcTJJPsOyw7KKH0isLcOWKJirqXuDkhq3rg1Kw.jpg?width=108&crop=smart&auto=webp&s=b906d93070b6d4310c605e4f684aa67cb940c6f1', 'width': 108}], 'source': {'height': 14... | |
DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging | 25 | **Paper**: [https://arxiv.org/abs/2402.02622](https://arxiv.org/abs/2402.02622)
**Code**: [https://github.com/epfml/DenseFormer](https://github.com/epfml/DenseFormer)
**Abstract**:
>The transformer architecture by Vaswani et al. (2017) is now ubiquitous across application domains, from natural language processing to... | 2024-03-23T10:36:24 | https://www.reddit.com/r/LocalLLaMA/comments/1blp6ce/denseformer_enhancing_information_flow_in/ | SunsetOneSix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blp6ce | false | null | t3_1blp6ce | /r/LocalLLaMA/comments/1blp6ce/denseformer_enhancing_information_flow_in/ | false | false | self | 25 | null |
Runpod + Miqu - Best GPU, settings, quants, etc? | 1 | I would like to ask if the setup I use to run Miqu with Runpod is as efficient as possible.
I am interested in both the quality of the model (I prefer to use q5 and higher) and I'd like as much t/s speed as possible.
My runpod setup:
GPU: x1 A100 (80 GB VRAM @ ~1.89$/h)
Model: dranger003/miqu-1-70b-iMat.GGUF - Q8
Con... | 2024-03-23T08:50:26 | https://www.reddit.com/r/LocalLLaMA/comments/1blnmgw/runpod_miqu_best_gpu_settings_quants_etc/ | vizioso_e_puccioso | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blnmgw | false | null | t3_1blnmgw | /r/LocalLLaMA/comments/1blnmgw/runpod_miqu_best_gpu_settings_quants_etc/ | false | false | self | 1 | null |
In search of something faster than FlashAttention 2 | 13 | Hi guys, I am curious is there anything better that FlashAttention 2 to increase the speed of self-attention? I have been reading StreamingLLM, and they reduces the number of tokens in KV cache. Could this be used to further improve the speed, because we compute less?
What about Linear Attention?
Could you please ... | 2024-03-23T08:11:38 | https://www.reddit.com/r/LocalLLaMA/comments/1bln337/in_search_of_something_faster_than_flashattention/ | firstironbombjumper | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bln337 | false | null | t3_1bln337 | /r/LocalLLaMA/comments/1bln337/in_search_of_something_faster_than_flashattention/ | false | false | self | 13 | null |
Correct way of finetuning LLM for completions | 1 | [removed] | 2024-03-23T06:14:37 | https://www.reddit.com/r/LocalLLaMA/comments/1blldu6/correct_way_of_finetuning_llm_for_completions/ | Suspiciously_Yours | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blldu6 | false | null | t3_1blldu6 | /r/LocalLLaMA/comments/1blldu6/correct_way_of_finetuning_llm_for_completions/ | false | false | self | 1 | null |
4x 3090 Power Supply Recommendations | 7 | Hi all, I decided to pull the trigger on an LLM/Blender Render rig for the basement.
I have 4x 3090s, an x299 Sage motherboard and a 10900x.
It all looks alright in theory, the problem is powering all of these cards.
I have an EVGA Supernova 1600 G+, 80+ Gold 1600W: https://www.amazon.com/dp/B08F1DKWX5?psc=1&ref=ppx... | 2024-03-23T05:52:23 | https://www.reddit.com/r/LocalLLaMA/comments/1bll1k3/4x_3090_power_supply_recommendations/ | xflareon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bll1k3 | false | null | t3_1bll1k3 | /r/LocalLLaMA/comments/1bll1k3/4x_3090_power_supply_recommendations/ | false | false | self | 7 | null |
[ASK] LLM finetuning questions | 1 | [removed] | 2024-03-23T05:46:30 | https://www.reddit.com/r/LocalLLaMA/comments/1blkyac/ask_llm_finetuning_questions/ | TechnicalHistorian36 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blkyac | false | null | t3_1blkyac | /r/LocalLLaMA/comments/1blkyac/ask_llm_finetuning_questions/ | false | false | self | 1 | null |
Enhancing Gemma's Chat with Website Feature – Seeking Suggestions | 5 | Hey there!
I've been working on a "Chat with Website" feature that leverages the awesome capabilities of gemma.cpp, wrapped neatly in Python, and enhanced by scrapeGPT (thanks to the team). It's response quickly, but Gemma seems to be playing it safe by often saying, "is not explicitly mentioned in the context."
I'd ... | 2024-03-23T05:33:52 | https://www.reddit.com/r/LocalLLaMA/comments/1blkr4m/enhancing_gemmas_chat_with_website_feature/ | hehe_hehehe_hehehe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blkr4m | false | null | t3_1blkr4m | /r/LocalLLaMA/comments/1blkr4m/enhancing_gemmas_chat_with_website_feature/ | false | false | 5 | {'enabled': False, 'images': [{'id': 'G7KnUAoj7tWkaTxvnU_-R9GxSPUiqGhrsUk7vne7Acg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/FWFCjlXO87EldvOD5RKPO4w75Wiv-JMtW9HVqdqQYsg.jpg?width=108&crop=smart&auto=webp&s=2630be832b59b490b806c94731065e7e67693aff', 'width': 108}, {'height': 108, 'url': 'h... | |
Using RAG on local model with persistent data | 4 | I am new to the AI space. I want to use RAG to allow me to provide data to a local model such that I can query this model on my data. Does anyone have advice how I should proceed?
For context I have a collection of markdown files that I want to RAG my local model on to query later | 2024-03-23T05:28:24 | https://www.reddit.com/r/LocalLLaMA/comments/1blkny7/using_rag_on_local_model_with_persistent_data/ | GeNiaaz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blkny7 | false | null | t3_1blkny7 | /r/LocalLLaMA/comments/1blkny7/using_rag_on_local_model_with_persistent_data/ | false | false | self | 4 | null |
LLama cpp on metal switching to CPU/not clearing memory? | 6 | I have a script that has \~40 LLM calls, in serial, of various size that I run every night. The first 10-15 get 6-8 tk/s and then there's a big one that is probably 3k tokens that takes maybe 20 mintues on it's own and then every call after that is <1tk/s. I was running this same script on Ollama and it would take abou... | 2024-03-23T05:25:42 | https://www.reddit.com/r/LocalLLaMA/comments/1blkmhm/llama_cpp_on_metal_switching_to_cpunot_clearing/ | Mescallan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1blkmhm | false | null | t3_1blkmhm | /r/LocalLLaMA/comments/1blkmhm/llama_cpp_on_metal_switching_to_cpunot_clearing/ | false | false | self | 6 | null |
Running LLMs and High-end GPU VMs on bare metal | 1 | We have been building a solution to run LLMs and VMs with Data Scientist Toolbox on GPUs and enable you to have sharing GPUs on bare metal and Kubernetes to make it cost-effective.
I jotted down my thoughts here - [https://www.cloudraft.io/blog/how-to-build-ai-cloud](https://www.cloudraft.io/blog/how-to-build-ai-cl... | 2024-03-23T04:11:30 | https://www.reddit.com/r/LocalLLaMA/comments/1bljce0/running_llms_and_highend_gpu_vms_on_bare_metal/ | anjuls | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bljce0 | false | null | t3_1bljce0 | /r/LocalLLaMA/comments/1bljce0/running_llms_and_highend_gpu_vms_on_bare_metal/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'UZkeDMOG_9XETTFXfIpNi47IcgwcpIcMvuQb0UmbiY4', 'resolutions': [{'height': 43, 'url': 'https://external-preview.redd.it/XDY24yxvtD1Ikxl_h53POrwk_AFaKml1qWiOi63MKPc.jpg?width=108&crop=smart&auto=webp&s=bd7545442228c20c789efefe67031d6e3edf81af', 'width': 108}, {'height': 87, 'url': 'ht... |
Emad has resigned from stability AI | 357 | 2024-03-23T03:59:03 | https://stability.ai/news/stabilityai-announcement | aadoop6 | stability.ai | 1970-01-01T00:00:00 | 0 | {} | 1blj42n | false | null | t3_1blj42n | /r/LocalLLaMA/comments/1blj42n/emad_has_resigned_from_stability_ai/ | false | false | 357 | {'enabled': False, 'images': [{'id': 'Iz8p23EFS2apGBy-naOEEmam4W6CYO3q66kjNblT1uM', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0eIxXSNkqunedp45dQSgTXhvNS9zdcdMYCtuoByCu2c.jpg?width=108&crop=smart&auto=webp&s=3af46a4d1983e4e769cac6c680e5e86d610ac7f7', 'width': 108}, {'height': 216, 'url': '... |
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