commit a79956ab4ee51826bcbb62423cc00968ac3e8458 Author: ModelHub XC Date: Fri May 8 07:15:47 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/pythia-160m-hq-emails-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6e034d5 --- /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 +pythia-160m-hq-emails.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +pythia-160m-hq-emails.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +pythia-160m-hq-emails.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +pythia-160m-hq-emails.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +pythia-160m-hq-emails.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +pythia-160m-hq-emails.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +pythia-160m-hq-emails.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +pythia-160m-hq-emails.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +pythia-160m-hq-emails.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +pythia-160m-hq-emails.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +pythia-160m-hq-emails.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +pythia-160m-hq-emails.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..ae0aa05 --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: postbot/pythia-160m-hq-emails +datasets: +- postbot/multi-emails-hq +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- generated_from_trainer +--- +## About + + + + + + +static quants of https://huggingface.co/postbot/pythia-160m-hq-emails + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#pythia-160m-hq-emails-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/pythia-160m-hq-emails-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/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.Q2_K.gguf) | Q2_K | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.Q3_K_S.gguf) | Q3_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.Q3_K_M.gguf) | Q3_K_M | 0.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.Q3_K_L.gguf) | Q3_K_L | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.IQ4_XS.gguf) | IQ4_XS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.Q4_K_S.gguf) | Q4_K_S | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.Q4_K_M.gguf) | Q4_K_M | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.Q5_K_S.gguf) | Q5_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.Q5_K_M.gguf) | Q5_K_M | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.Q6_K.gguf) | Q6_K | 0.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.Q8_0.gguf) | Q8_0 | 0.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/pythia-160m-hq-emails-GGUF/resolve/main/pythia-160m-hq-emails.f16.gguf) | f16 | 0.4 | 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. + + diff --git a/pythia-160m-hq-emails.IQ4_XS.gguf b/pythia-160m-hq-emails.IQ4_XS.gguf new file mode 100644 index 0000000..d4db97d --- /dev/null +++ b/pythia-160m-hq-emails.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b41b2fd0ce14dfa864bc7dc0fcd63130bc6bddf9f6cd29c99bf5a544c7da624f +size 99969376 diff --git a/pythia-160m-hq-emails.Q2_K.gguf b/pythia-160m-hq-emails.Q2_K.gguf new file mode 100644 index 0000000..0de2f64 --- /dev/null +++ b/pythia-160m-hq-emails.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a9d6c468618bdc8d72c3223164e0a1dac45e430132894ad9418e8b6f4fe53f3 +size 78095200 diff --git a/pythia-160m-hq-emails.Q3_K_L.gguf b/pythia-160m-hq-emails.Q3_K_L.gguf new file mode 100644 index 0000000..749726c --- /dev/null +++ b/pythia-160m-hq-emails.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:885e7fc70d2d4052079da744c54fa8ee7a5ad5010b80972e9306617e396e9253 +size 98994784 diff --git a/pythia-160m-hq-emails.Q3_K_M.gguf b/pythia-160m-hq-emails.Q3_K_M.gguf new file mode 100644 index 0000000..247aa62 --- /dev/null +++ b/pythia-160m-hq-emails.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0af9ea85297a49476a82f4eff94cbb2684fec2d796dc9aac53d3646ade07b759 +size 94571104 diff --git a/pythia-160m-hq-emails.Q3_K_S.gguf b/pythia-160m-hq-emails.Q3_K_S.gguf new file mode 100644 index 0000000..015c374 --- /dev/null +++ b/pythia-160m-hq-emails.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8fc1d06d32516197f610e89c2c3d32018863771a94fa1133b1892dd538d3125 +size 87050848 diff --git a/pythia-160m-hq-emails.Q4_K_M.gguf b/pythia-160m-hq-emails.Q4_K_M.gguf new file mode 100644 index 0000000..fe8b2ac --- /dev/null +++ b/pythia-160m-hq-emails.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:266f8c11da0c75784d11d419afe591d074e80bef51a41264638a3f0a6be54525 +size 109765984 diff --git a/pythia-160m-hq-emails.Q4_K_S.gguf b/pythia-160m-hq-emails.Q4_K_S.gguf new file mode 100644 index 0000000..08c14cf --- /dev/null +++ b/pythia-160m-hq-emails.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:498f401b3a99b4153d591a1450d0f4fd3d0a78bd3fa5108588e3973113953d57 +size 103757152 diff --git a/pythia-160m-hq-emails.Q5_K_M.gguf b/pythia-160m-hq-emails.Q5_K_M.gguf new file mode 100644 index 0000000..3d902c0 --- /dev/null +++ b/pythia-160m-hq-emails.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5538483becfe15d3d255c377baf0ae405dbe42a54cf528be6b1044eff32f532b +size 123608416 diff --git a/pythia-160m-hq-emails.Q5_K_S.gguf b/pythia-160m-hq-emails.Q5_K_S.gguf new file mode 100644 index 0000000..9cc3868 --- /dev/null +++ b/pythia-160m-hq-emails.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff475a98cf3a3fb245e7513a3f6aea7444bb7bb529045f0c58ca4e8b31eb8a99 +size 118908256 diff --git a/pythia-160m-hq-emails.Q6_K.gguf b/pythia-160m-hq-emails.Q6_K.gguf new file mode 100644 index 0000000..85e1262 --- /dev/null +++ b/pythia-160m-hq-emails.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:639ce6f6442df490cf8f1792eedac9aec4dde5cb94cb63164a24a2a86538b8e2 +size 135319648 diff --git a/pythia-160m-hq-emails.Q8_0.gguf b/pythia-160m-hq-emails.Q8_0.gguf new file mode 100644 index 0000000..9216a79 --- /dev/null +++ b/pythia-160m-hq-emails.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43ad09d97cea0570b9e5621beb7c109dfc1ef27dd402b219dd336a46e494888e +size 174602848 diff --git a/pythia-160m-hq-emails.f16.gguf b/pythia-160m-hq-emails.f16.gguf new file mode 100644 index 0000000..d1eb21f --- /dev/null +++ b/pythia-160m-hq-emails.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7087ab61e83ac400982d637ccfc41fa6af6539fe148060c4208afd96f7444d34 +size 326666848