Text Generation • Updated Aug 21 • 452 • 23 TheBloke/starchat-beta-GPTQ. We adhere to the approach outlined in previous studies by generating 20 samples for each problem to estimate the pass@1 score and evaluate. Capability. In the Model dropdown, choose the model you just downloaded: starchat-beta-GPTQ. A summary of all mentioned or recommeneded projects: LocalAI, FastChat, gpt4all, text-generation-webui, gpt-discord-bot, and ROCmWhat’s the difference between GPT4All and StarCoder? Compare GPT4All vs. This happens on either newest or "older" (older wi. To run GPTQ-for-LLaMa, you'll need to use the "--loader" parameter with the value "gptq-for-llama". Type: Llm: Login. You signed out in another tab or window. The release of StarCoder by the BigCode project was a major milestone for the open LLM community:. understood, thank you for your contributions this library is amazing. 17323. ServiceNow and Hugging Face release StarCoder, one of the world’s most responsibly developed and strongest-performing open-access large language model for code generation. 💫StarCoder in C++. Supported models. The 15B parameter model outperforms models such as OpenAI’s code-cushman-001 on popular. Currently gpt2, gptj, gptneox, falcon, llama, mpt, starcoder (gptbigcode), dollyv2, and replit are supported. ”. We observed that StarCoder matches or outperforms code-cushman-001 on many languages. bigcode-tokenizer Public StarCoder: 最先进的代码大模型 关于 BigCode . The table below lists all the compatible models families and the associated binding repository. ShipItMind/starcoder-gptq-4bit-128g. py--model TheBloke_vicuna-13B-1. The model created as a part of the BigCode initiative is an improved version of the StarCode 3bit GPTQ FP16 Figure 1: Quantizing OPT models to 4 and BLOOM models to 3 bit precision, comparing GPTQ with the FP16 baseline and round-to-nearest (RTN) (Yao et al. json. StarChat-β is the second model in the series, and is a fine-tuned version of StarCoderPlus that was trained on an "uncensored" variant of the openassistant-guanaco dataset. Repositories available 4-bit GPTQ models for GPU inference; 4, 5, and 8-bit GGML models for CPU+GPU inference; Bigcoder's unquantised fp16 model in pytorch format, for GPU inference and for further. 1k • 34. Deprecate LLM. Under Download custom model or LoRA, enter TheBloke/vicuna-13B-1. 6 pass@1 on the GSM8k Benchmarks, which is 24. What is GPTQ? GPTQ is a post-training quantziation method to compress LLMs, like GPT. The Technology Innovation Institute (TII) in Abu Dhabi has announced its open-source large language model (LLM), the Falcon 40B. 0: 37. 5-turbo for natural language to SQL generation tasks on our sql-eval framework, and significantly outperforms all popular open-source models. you can use model. Acknowledgements. Optimized CUDA kernels. We fine-tuned StarCoderBase. Text. I will do some playing with it myself at some point to try and get starcoder working with exllama because this is the absolute fastest inference there is and it's not even close. StarCoder — which is licensed to allow for royalty-free use by anyone, including corporations — was trained in over 80. Model Summary. GPTQ is SOTA one-shot weight quantization method. StarCoder. Screenshot. The LoraConfig object contains a target_modules array. Two models were trained: - StarCoderBase, trained on 1 trillion tokens from The Stack (hf. For API:GPTQ models for GPU inference, with multiple quantisation parameter options. StarCoderBase: Trained on 80+ languages from The Stack. Note: Any StarCoder variants can be deployed with OpenLLM. I have accepted the license on the v1-4 model page. 0-GPTQ. It's a 15. It is based on llama. We refer the reader to the SantaCoder model page for full documentation about this model. 1-GPTQ-4bit-128g (or any other model you have downloaded that's 4bit-128g) works without any special modification with this line: python server. 3 points higher than the SOTA open-source Code LLMs, including StarCoder, CodeGen, CodeGee, and CodeT5+. Codeium currently provides AI-generated autocomplete in more than 20 programming languages (including Python and JS, Java, TS, Java and Go) and integrates directly to the developer's IDE (VSCode, JetBrains or Jupyter notebooks. StarCoder, a new open-access large language model (LLM) for code generation from ServiceNow and Hugging Face, is now available for Visual Studio Code, positioned as an alternative to GitHub Copilot. 6: WizardLM-7B 1. Hugging Face and ServiceNow have partnered to develop StarCoder, a new open-source language model for code. In particular, the model has not been aligned to human preferences with techniques like RLHF, so may generate. Starcoder itself isn't instruction tuned, and I have found to be very fiddly with prompts. 1 5,141 10. StarCoder — which is licensed to allow for royalty-free use by anyone, including corporations — was trained in over 80 programming languages. It turns out, this phrase doesn’t just apply to writers, SEO managers, and lawyers. etc Hope it can run on WebUI, please give it a try! mayank313. For the first time ever, this means GGML can now outperform AutoGPTQ and GPTQ-for-LLaMa inference (though it still loses to exllama) Note: if you test this, be aware that you should now use --threads 1 as it's no longer beneficial to use. py:776 and torch. README. Supercharger I feel takes it to the next level with iterative coding. This tech report describes the progress of the collaboration until December 2022, outlining the current state of the Personally Identifiable Information (PII) redaction pipeline, the experiments conducted to. Please click the paper link and check. Previously huggingface-vscode. bigcode-analysis Public Repository for analysis and experiments in. Repository: bigcode/Megatron-LM. │ 75 │ │ llm = get_gptq_llm(config) │ │ 76 │ else: │ │ ╭─────────────────────────────────────── locals ───────────────────────────────────────╮ │Saved searches Use saved searches to filter your results more quicklyTextbooks Are All You Need Suriya Gunasekar Yi Zhang Jyoti Aneja Caio C´esar Teodoro Mendes Allie Del Giorno Sivakanth Gopi Mojan Javaheripi Piero KauffmannWe’re on a journey to advance and democratize artificial intelligence through open source and open science. 17. 5B parameter Language Model trained on English and 80+ programming languages. Where in the. Download the 3B, 7B, or 13B model from Hugging Face. It uses llm-ls as its backend. 💫 StarCoder is a language model (LM) trained on source code and natural language text. As they say on AI Twitter: “AI won’t replace you, but a person who knows how to use AI will. cpp, redpajama. Now im able to generate tokens for. How to run starcoder-GPTQ-4bit-128g? Question | Help I am looking at running this starcoder locally -- someone already made a 4bit/128 version (. . The app leverages your GPU when possible. 982f7f2 4 months ago. Repositories available 4-bit GPTQ models for GPU inference; 4, 5, and 8-bit GGML models for CPU+GPU inference; Bigcoder's unquantised fp16 model in pytorch format, for GPU inference and for further. This is a Starcoder based model. On the command line, including multiple files at once. you can use model. 4-bit GPTQ models for GPU inference. Add support for batching and beam search to 🤗 model. See my comment here:. Besides llama based models, LocalAI is compatible also with other architectures. cpp (through llama-cpp-python), ExLlama, ExLlamaV2, AutoGPTQ, GPTQ-for-LLaMa, CTransformers, AutoAWQ ; Dropdown menu for quickly switching between different modelsHi. bigcode/starcoderbase-1b. StarCoder in 2023 by cost, reviews, features, integrations, deployment, target market, support options, trial offers, training options, years in business, region, and more using the chart below. 06161. ; Our WizardMath-70B-V1. 你可以使用 model. Doesnt require using specific prompt format like starcoder. Backend and Bindings. GPTQ quantization is a state of the art quantization method which results in negligible output performance loss when compared with the prior state of the art in 4-bit (. The WizardCoder-Guanaco-15B-V1. And many of these are 13B models that should work well with lower VRAM count GPUs! I recommend trying to load with Exllama (HF if possible). Hugging Face and ServiceNow have partnered to develop StarCoder, a new open-source language model for code. LocalAI LocalAI is a drop-in replacement REST API compatible with OpenAI for local CPU inferencing. cpp. This is experimental. Repositories available 4-bit GPTQ models for GPU inferenceSorry to hear that! Testing using the latest Triton GPTQ-for-LLaMa code in text-generation-webui on an NVidia 4090 I get: act-order. Click Download. StarChat is a series of language models that are fine-tuned from StarCoder to act as helpful coding assistants. ; config: AutoConfig object. ialacol is inspired by other similar projects like LocalAI, privateGPT, local. 0 468 75 8 Updated Oct 31, 2023. You'll need around 4 gigs free to run that one smoothly. BigCode's StarCoder Plus. The text was updated successfully, but these errors were encountered: All reactions. GPT-4-x-Alpaca-13b-native-4bit-128g, with GPT-4 as the judge! They're put to the test in creativity, objective knowledge, and programming capabilities, with three prompts each this time and the results are much closer than before. . Changed to support new features proposed by GPTQ. The model will start downloading. No GPU required. I am looking at a few different examples of using PEFT on different models. System Info. The app leverages your GPU when. mainStarCoder-15B: 33. Model Summary. StarCoder and comparable devices were tested extensively over a wide range of benchmarks. License: bigcode-openrail-m. Multi-LoRA in PEFT is tricky and the current implementation does not work reliably in all cases. 17323. 0-GPTQ. You switched accounts on another tab or window. Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from easy questions to hard. HumanEval is a widely used benchmark for Python that checks whether or not a. 05/08/2023. Note: This is an experimental feature and only LLaMA models are supported using ExLlama. WizardCoder is a BigCode/Starcoder model, not a Llama. You signed out in another tab or window. Much much better than the original starcoder and any llama based models I have tried. This adds full GPU acceleration to llama. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. LM Studio is an easy to use desktop app for experimenting with local and open-source Large Language Models (LLMs). 1. Text Generation • Updated Sep 27 • 1. 408:. 0-GPTQ" # Or to load it locally, pass the local download pathreplit-code-v1-3b is a 2. No GPU required. preview code |Under Download custom model or LoRA, enter TheBloke/starchat-beta-GPTQ. Ubuntu. MPT-30B (Base) MPT-30B is a commercial Apache 2. In this blog post, we’ll show how StarCoder can be fine-tuned for chat to create a personalised coding assistant![Updated on 2023-01-24: add a small section on Distillation. Its training data incorporates more that 80 different programming languages as well as text extracted from GitHub issues and commits and from notebooks. Phind is good for a search engine/code engine. The following tutorials and live class recording are available in starcoder. 0 model slightly outperforms some closed-source LLMs on the GSM8K, including ChatGPT 3. Make also sure that you have a hardware that is compatible with Flash-Attention 2. 5B parameter models trained on 80+ programming languages from The Stack (v1. py <path to OpenLLaMA directory>. 3 Python GPTQ-for-LLaMa VS starcoder Home of StarCoder: fine-tuning & inference! serge. 14255. Runs ggml, gguf, GPTQ, onnx, TF compatible models: llama, llama2, rwkv, whisper, vicuna, koala, cerebras, falcon, dolly, starcoder, and many others llama_index - LlamaIndex (formerly GPT Index) is a data framework for your LLM applications GPTQ-for-LLaMa - 4 bits quantization of LLaMA using GPTQI tried to use the gptq models such as Bloke 33b with the new changes to TGI regarding gptq. Compare ChatGPT vs. New PR llama. from auto_gptq import AutoGPTQForCausalLM. WizardCoder-15B-v1. safetenors, act-order and no act-orders. Claim StarCoder and update features and information. It is the result of quantising to 4bit using GPTQ-for-LLaMa. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. Next make sure TheBloke_vicuna-13B-1. config. 0-GPTQ. GPT4All FAQ What models are supported by the GPT4All ecosystem? Currently, there are six different model architectures that are supported: GPT-J - Based off of the GPT-J architecture with examples found here; LLaMA - Based off of the LLaMA architecture with examples found here; MPT - Based off of Mosaic ML's MPT architecture with examples. 1-4bit --loader gptq-for-llama". StarCoder: 最先进的代码大模型 关于 BigCode . Read more about it in the official. Bigcode's Starcoder GPTQ These files are GPTQ 4bit model files for Bigcode's Starcoder. It is not just one model, but rather a collection of models, making it an interesting project worth introducing. ), which is permissively licensed with inspection tools, deduplication and opt-out - StarCoder, a fine-tuned version of. The model has been trained on a subset of the Stack Dedup v1. Make sure to use <fim-prefix>, <fim-suffix>, <fim-middle> and not <fim_prefix>, <fim_suffix>, <fim_middle> as in StarCoder models. 9%: 2023. Both of. For 40b it needs an A100-40G or equivalent. Transformers or GPTQ models are made of several files and must be placed in a subfolder. StarCoder is a new AI language model that has been developed by HuggingFace and other collaborators to be trained as an open-source model dedicated to code completion tasks. Text Generation Transformers. 0: 19. 2 dataset. Supported Models. TheBloke/guanaco-33B-GGML. Token stream support. 4, 5, and 8-bit GGML models for CPU+GPU inference. The more performant GPTQ kernels from @turboderp's exllamav2 library are now available directly in AutoGPTQ, and are the default backend choice. It allows to run models locally or on-prem with consumer grade hardware. You can supply your HF API token ( hf. (LLMs) such as LLaMA, MPT, Falcon, and Starcoder. Bigcode's Starcoder GPTQ These files are GPTQ 4bit model files for Bigcode's Starcoder. Now available quantised in GGML and GPTQ. Additionally, you need to pass in. Pick yer size and type! Merged fp16 HF models are also available for 7B, 13B and 65B (33B Tim did himself. cpp using GPTQ could retain acceptable performance and solve the same memory issues. The technical report outlines the efforts made to develop StarCoder and StarCoderBase, two 15. 2), with opt-out requests excluded. You will be able to load with AutoModelForCausalLM and. In the Model dropdown, choose the model you just downloaded: WizardCoder-15B-1. two new tricks:--act-order (quantizing columns in order of decreasing activation size) and --true-sequential. SQLCoder is fine-tuned on a base StarCoder. LLM: quantisation, fine tuning. reset () method. Slightly adjusted preprocessing of C4 and PTB for more realistic evaluations (used in our updated results); can be activated via the flag -. OctoCoder is an instruction tuned model with 15. 4-bit quantization tends to come at a cost of output quality losses. It also significantly outperforms text-davinci-003, a model that's more than 10 times its size. Install additional dependencies using: pip install ctransformers[gptq] Load a GPTQ model using: llm = AutoModelForCausalLM. It is the result of quantising to 4bit using AutoGPTQ. , 2022; Dettmers et al. 982f7f2 • 1 Parent(s): 669c01f add mmodel Browse files Files changed (2) hide show. . Which is the best alternative to GPTQ-for-LLaMa? Based on common mentions it is: GPTQ-for-LLaMa, Exllama, Koboldcpp, Text-generation-webui or Langflow. Claim StarCoder and update features and information. WizardLM's unquantised fp16 model in pytorch format, for GPU inference and for further conversions. StarChat is a series of language models that are fine-tuned from StarCoder to act as helpful coding assistants. Our best. 3: Call for Feedbacks. StarPii: StarEncoder based PII detector. 你可以使用 model. Click Download. The extremely high inference cost, in both time and memory, is a big bottleneck for adopting a powerful transformer for solving. `pip install auto-gptq` Then try the following example code: ```python: from transformers import AutoTokenizer, pipeline, logging: from auto_gptq import AutoGPTQForCausalLM, BaseQuantizeConfig: import argparse: model_name_or_path = "TheBloke/WizardCoder-15B-1. LLaMA and Llama2 (Meta) Meta release Llama 2, a collection of pretrained and fine-tuned large language models (LLMs) ranging in scale from 7 billion to 70 billion parameters. smspillaz/ggml-gobject: GObject-introspectable wrapper for use of GGML on the GNOME platform. 805: 15. Until you can go to pytorch's website and see official pytorch rocm support for windows I'm. Note: This is an experimental feature and only LLaMA models are supported using ExLlama. Text Generation Transformers PyTorch. Reload to refresh your session. Remove universal binary option when building for AVX2, AVX on macOS. For the first time ever, this means GGML can now outperform AutoGPTQ and GPTQ-for-LLaMa inference (though it still loses to exllama) Note: if you test this, be aware that you should now use --threads 1 as it's no longer beneficial to use. You signed out in another tab or window. 453: 13. 0 is a language model that combines the strengths of the WizardCoder base model and the openassistant-guanaco dataset for finetuning. The text was updated successfully, but these. SQLCoder is fine-tuned on a base StarCoder model. StarCoder. You signed in with another tab or window. co/settings/token) with this command: Cmd/Ctrl+Shift+P to open VSCode command palette. Code: Dataset: Model:. This repository showcases how we get an overview of this LM's capabilities. TheBloke/starcoder-GPTQ. bin, . Use Custom stopping strings option in Parameters tab it will stop generation there, at least it helped me. 3 pass@1 on the HumanEval Benchmarks, which is 22. However, whilst checking for what version of huggingface_hub I had installed, I decided to update my Python environment to the one suggested in the requirements. Reload to refresh your session. SQLCoder is fine-tuned on a base StarCoder model. License: bigcode-openrail-m. StarCoder is not just a code predictor, it is an assistant. I tried to issue 3 requests from 3 different devices and it waits till one is finished and then continues to the next one. Runs ggml, gguf, GPTQ, onnx, TF compatible models: llama, llama2, rwkv, whisper, vicuna, koala, cerebras, falcon, dolly, starcoder, and many others. GPTQ-for-StarCoder. 4, 5, and 8-bit GGML models for CPU+GPU inference; Unquantised fp16 model in pytorch format, for GPU inference and for further conversions; Prompt template: Alpaca Below is an instruction that describes a task. 5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by. First Get the gpt4all model. In any case, if your checkpoint was obtained using finetune. Contribution. Supported models. ] Large transformer models are mainstream nowadays, creating SoTA results for a variety of tasks. Text Generation • Updated May 16 • 222 • 5. An interesting aspect of StarCoder is that it's multilingual and thus we evaluated it on MultiPL-E which extends HumanEval to many other languages. Models; Datasets; Spaces; Docs示例 提供了大量示例脚本以将 auto_gptq 用于不同领域。 支持的模型 . 5: LLaMA 2 70B(zero-shot) 29. 17323. (it also works on GPU) Conversion is usually quite slim and the 8. 424: 13. Saved searches Use saved searches to filter your results more quicklyStarCoder presents a quantized version as well as a quantized 1B version. Will require recent Triton GPTQ-for-LLaMA code; will not work with oobaboog's fork, and won't work on Windows. 02150. 7 pass@1 on the. While Rounding-to-Nearest (RtN) gives us decent int4, one cannot achieve int3 quantization using it. Then you can download any individual model file to the current directory, at high speed, with a command like this: huggingface-cli download TheBloke/WizardCoder-Python-34B-V1. From the GPTQ paper, it is recommended to quantized the weights before serving. The openassistant-guanaco dataset was further trimmed to within 2 standard deviations of token size for input and output pairs and all non-english data has been removed to reduce. config. Please note that these GGMLs are not compatible with llama. Capability. Supercharger has the model build unit tests, and then uses the unit test to score the code it generated, debug/improve the code based off of the unit test quality score, and then run it. py ShipItMind/starcoder-gptq-4bit-128g Downloading the model to models/ShipItMind_starcoder-gptq-4bit-128g. Model compatibility table. 5 with 7B is on par with >15B code-generation models (CodeGen1-16B, CodeGen2-16B, StarCoder-15B), less than half the size. First, make sure to install the latest version of Flash Attention 2 to include the sliding window attention feature. Results StarCoder Bits group-size memory(MiB) wikitext2 ptb c4 stack checkpoint size(MB) FP32: 32-10. In the top left, click the refresh icon next to Model. Click the Model tab. Hugging Face. Format. Supercharger has the model build unit tests, and then uses the unit test to score the code it generated, debug/improve the code based off of the unit test quality score, and then run it. Click Download. OpenLLaMA is an openly licensed reproduction of Meta's original LLaMA model. GGML is both a file format and a library used for writing apps that run inference on models (primarily on the CPU). Model card Files Files and versions Community 1 Train Deploy Use in Transformers. safetensors Loading model. Use high-level API instead. Once it's finished it will say "Done". marella/ctransformers: Python bindings for GGML models. Supercharger I feel takes it to the next level with iterative coding. examples provide plenty of example scripts to use auto_gptq in different ways. Now, the oobabooga interface suggests that GPTQ-for-LLaMa might be a better option if you want faster performance compared to AutoGPTQ. We welcome everyone to use your professional and difficult instructions to evaluate WizardLM, and show us examples of poor performance and your suggestions in the issue discussion area. . This code is based on GPTQ. Supported Models. If you see anything incorrect or if there’s something that could be improved, please let. StarCoder, StarChat: gpt_bigcode:. TGI enables high-performance text generation using Tensor Parallelism and dynamic batching for the most popular open-source LLMs, including StarCoder, BLOOM, GPT-NeoX, Llama, and T5. for example, model_type of WizardLM, vicuna and gpt4all are all llama, hence they are all supported. Wait until it says it's finished downloading. At some point I would like LLM to help with generating a set of. It also significantly outperforms text-davinci-003, a model that's more than 10 times its size. auto_gptq==0. StarEncoder: Encoder model trained on TheStack. Note: This is an experimental feature and only LLaMA models are supported using ExLlama. This guide actually works well for linux too. api kubernetes bloom ai containers falcon tts api-rest llama alpaca vicuna guanaco gpt-neox llm stable. 相较于 obq，gptq 的量化步骤本身也更快：obq 需要花费 2 个 gpu 时来完成 bert 模型 (336m) 的量化，而使用 gptq，量化一个 bloom 模型 (176b) 则只需不到 4 个 gpu 时。vLLM is a fast and easy-to-use library for LLM inference and serving. The table below lists all the compatible models families and the associated binding repository. vLLM is fast with: State-of-the-art serving throughput; Efficient management of attention key and value memory with PagedAttention; Continuous batching of incoming requestsFrom Zero to Python Hero: AI-Fueled Coding Secrets Exposed with Gorilla, StarCoder, Copilot, ChatGPT. Reload to refresh your session. / gpt4all-lora-quantized-OSX-m1. What’s the difference between ChatGPT and StarCoder? Compare ChatGPT vs. Token stream support. like 16. It was built by finetuning MPT-7B with a context length of 65k tokens on a filtered fiction subset of the books3 dataset. You can either load quantized models from the Hub or your own HF quantized models. The GPT4-x-Alpaca is a remarkable open-source AI LLM model that operates without censorship, surpassing GPT-4 in performance. like 9. How to get oobabooga/text-generation-webui running on Windows or Linux with LLaMa-30b 4bit mode via GPTQ-for-LLaMa on an RTX 3090 start to finish. StarCoder using this comparison chart. Once fully loaded it will no longer use that much RAM, only VRAM. 1-GPTQ-4bit-128g. StarCoder LLM is out! 100% coding specialized Really hope to see more specialized models becoming more common than general use ones, like one that is a math expert, history expert. cpp, with good UI. StarChat Alpha is the first of these models, and as an alpha release is only intended for educational or research purpopses. If you are still getting issues with multi-gpu you need to update the file modulesGPTQ_Loader. MPT-7B-StoryWriter-65k+ is a model designed to read and write fictional stories with super long context lengths. GPTQ. 0. SQLCoder is a 15B parameter model that slightly outperforms gpt-3. In this paper, we present a new post-training quantization method, called GPTQ,1 The StarCoder models, which have a context length of over 8,000 tokens, can process more input than any other open LLM, opening the door to a wide variety of exciting new uses. Text-Generation-Inference is a solution build for deploying and serving Large Language Models (LLMs). Let's delve into deploying the 34B CodeLLama GPTQ model onto Kubernetes clusters, leveraging CUDA acceleration via the Helm package manager:from transformers import AutoTokenizer, TextStreamer. It is the result of quantising to 4bit using AutoGPTQ. like 16. 6: gpt-3. Compare price, features, and reviews of the software side. 807: 16. Runs ggml, gguf,. Then there's GGML (but three versions with breaking changes), GPTQ models, GPTJ?, HF models, . It will be removed in the future and UntypedStorage will be the only. In the top left, click the refresh icon next to Model. Reload to refresh your session. 61 seconds (10. Changed to support new features proposed by GPTQ. Discussion. llm-vscode is an extension for all things LLM. Visit the HuggingFace Model Hub to see more StarCoder-compatible models. View Product. License: bigcode-openrail-m. Combining Starcoder and Flash Attention 2. starcoder-GPTQ-4bit-128g. its called hallucination and thats why you just insert the string where you want it to stop. 17323. txt file for that repo, which I already thought it was. 738: 59195: BF16: 16-10. starcoder. A less hyped framework compared to ggml/gptq is CTranslate2. model_type to compare with the table below to check whether the model you use is supported by auto_gptq. Happy to help if you're having issues with raw code, but getting things to work inside APIs like Oogabooga is outside my sphere of expertise I'm afraid. You can supply your HF API token ( hf. StarCoder+: StarCoderBase further trained on English web data. TheBloke/guanaco-65B-GPTQ. Click them and check the model cards.