commit 8be5a55ab38d8c31f8b9cff5ae206298f002c885 Author: ModelHub XC Date: Wed Jul 8 17:46:09 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/prem-1B-chat-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..452df02 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +prem-1B-chat.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..1418b5a --- /dev/null +++ b/README.md @@ -0,0 +1,80 @@ +--- +base_model: prem-research/prem-1B-chat +datasets: +- cerebras/SlimPajama-627B +- HuggingFaceH4/ultrachat_200k +- hkust-nlp/deita-10k-v0 +- Open-Orca/SlimOrca-Dedup +- cognitivecomputations/WizardLM_evol_instruct_V2_196k_unfiltered_merged_split +- HuggingFaceH4/capybara +- meta-math/MetaMathQA +- argilla/ultrafeedback-binarized-preferences-cleaned +- Intel/orca_dpo_pairs +- alexredna/oasst2_dpo_pairs +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/prem-research/prem-1B-chat + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#prem-1B-chat-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/prem-1B-chat-i1-GGUF +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.Q2_K.gguf) | Q2_K | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.Q3_K_S.gguf) | Q3_K_S | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.Q3_K_M.gguf) | Q3_K_M | 0.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.Q3_K_L.gguf) | Q3_K_L | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.IQ4_XS.gguf) | IQ4_XS | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.Q4_K_S.gguf) | Q4_K_S | 0.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.Q4_K_M.gguf) | Q4_K_M | 0.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.Q5_K_S.gguf) | Q5_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.Q5_K_M.gguf) | Q5_K_M | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.Q6_K.gguf) | Q6_K | 1.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.Q8_0.gguf) | Q8_0 | 1.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/prem-1B-chat-GGUF/resolve/main/prem-1B-chat.f16.gguf) | f16 | 2.3 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/prem-1B-chat.IQ4_XS.gguf b/prem-1B-chat.IQ4_XS.gguf new file mode 100644 index 0000000..f7017ff --- /dev/null +++ b/prem-1B-chat.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7530aa703434fcfbd719d1ef9b62d8cef6b2fea841afacb64fd5013f4673a63 +size 609821696 diff --git a/prem-1B-chat.Q2_K.gguf b/prem-1B-chat.Q2_K.gguf new file mode 100644 index 0000000..e31747f --- /dev/null +++ b/prem-1B-chat.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e5d9ac556d7b56be5ce74d0b93ca3974c84631b9561271e84952fe962513d9c +size 432143744 diff --git a/prem-1B-chat.Q3_K_L.gguf b/prem-1B-chat.Q3_K_L.gguf new file mode 100644 index 0000000..566de68 --- /dev/null +++ b/prem-1B-chat.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:639770b3b3990c61f47a50ce40ff2b6f34559a6a926c69adf83c449b3ddd3efe +size 591540416 diff --git a/prem-1B-chat.Q3_K_M.gguf b/prem-1B-chat.Q3_K_M.gguf new file mode 100644 index 0000000..3cfc09d --- /dev/null +++ b/prem-1B-chat.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90168003474786cb5dbdcb805ded159edad3af2a6ec4af467e4fea784d6862d7 +size 548417728 diff --git a/prem-1B-chat.Q3_K_S.gguf b/prem-1B-chat.Q3_K_S.gguf new file mode 100644 index 0000000..9fab595 --- /dev/null +++ b/prem-1B-chat.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98431f735131a89c1db1627e1246fcdf03a7143dc0106fd3ffe1f655a4973fdf +size 499355840 diff --git a/prem-1B-chat.Q4_K_M.gguf b/prem-1B-chat.Q4_K_M.gguf new file mode 100644 index 0000000..a148958 --- /dev/null +++ b/prem-1B-chat.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d30109ba1e70f8febfc7c8be65fa5f51f64aa9ec4b7f38c84dcb7a90d23e38be +size 667829504 diff --git a/prem-1B-chat.Q4_K_S.gguf b/prem-1B-chat.Q4_K_S.gguf new file mode 100644 index 0000000..c6c0a46 --- /dev/null +++ b/prem-1B-chat.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99e52e79e885cf679668b55cd4a15e39bd1c572273f8055ad4be886b1b46627c +size 639886592 diff --git a/prem-1B-chat.Q5_K_M.gguf b/prem-1B-chat.Q5_K_M.gguf new file mode 100644 index 0000000..ed4ff23 --- /dev/null +++ b/prem-1B-chat.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f331d3d74e7f2e75e126e32eda8f1f4d86ddd0a3524e6a698c08a87f1c11979d +size 782059776 diff --git a/prem-1B-chat.Q5_K_S.gguf b/prem-1B-chat.Q5_K_S.gguf new file mode 100644 index 0000000..57ac71f --- /dev/null +++ b/prem-1B-chat.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36ccabeecfd779188f4895bba04d5dfb09e6d1ecea80aa26b0df5729189f03ef +size 766044416 diff --git a/prem-1B-chat.Q6_K.gguf b/prem-1B-chat.Q6_K.gguf new file mode 100644 index 0000000..4f2ad8b --- /dev/null +++ b/prem-1B-chat.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a07aa40606da7962c48136a6a0201a57bcf06b7aa780b925d891fca780b6eaef +size 903429440 diff --git a/prem-1B-chat.Q8_0.gguf b/prem-1B-chat.Q8_0.gguf new file mode 100644 index 0000000..03197c2 --- /dev/null +++ b/prem-1B-chat.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b040b3af81d3f7b929d7e0e741459dcccde1bda32cdd11d8a22d87e45e252084 +size 1169829056 diff --git a/prem-1B-chat.f16.gguf b/prem-1B-chat.f16.gguf new file mode 100644 index 0000000..64dc62c --- /dev/null +++ b/prem-1B-chat.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0c9e52438aaae9ef469ef6fddb7afd70ed0101207b5d6dc29b2dca89a23d1db +size 2201053376