commit b21cdc71a84d3bfd6c711806f047a4cfb66ca45e Author: ModelHub XC Date: Thu May 7 08:53:51 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..57d2527 --- /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 +Llama3.2HiEnglish-Back-Translation.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2HiEnglish-Back-Translation.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2HiEnglish-Back-Translation.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2HiEnglish-Back-Translation.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2HiEnglish-Back-Translation.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2HiEnglish-Back-Translation.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2HiEnglish-Back-Translation.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2HiEnglish-Back-Translation.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2HiEnglish-Back-Translation.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2HiEnglish-Back-Translation.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2HiEnglish-Back-Translation.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2HiEnglish-Back-Translation.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Llama3.2HiEnglish-Back-Translation.IQ4_XS.gguf b/Llama3.2HiEnglish-Back-Translation.IQ4_XS.gguf new file mode 100644 index 0000000..09ee0c6 --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cfaf5ee80a9083e8811635eaf3a818ca0c4b2f942da230ab6ca245f984f8a46 +size 1840906944 diff --git a/Llama3.2HiEnglish-Back-Translation.Q2_K.gguf b/Llama3.2HiEnglish-Back-Translation.Q2_K.gguf new file mode 100644 index 0000000..64cfe48 --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5971526aa5b5133536f1ca0fcf98120e4705644e691d0f1de69d63758fae990f +size 1363935936 diff --git a/Llama3.2HiEnglish-Back-Translation.Q3_K_L.gguf b/Llama3.2HiEnglish-Back-Translation.Q3_K_L.gguf new file mode 100644 index 0000000..c38aa0e --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b34ca147a1db9832ba2edc6a3b3bc57073648aa9c1af4666fde7e2d59775f04 +size 1815347904 diff --git a/Llama3.2HiEnglish-Back-Translation.Q3_K_M.gguf b/Llama3.2HiEnglish-Back-Translation.Q3_K_M.gguf new file mode 100644 index 0000000..c88d8b4 --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c20eca24bab77559358eae0df76854e30f8df1ce7b629b611fa391a1ba89c564 +size 1687159488 diff --git a/Llama3.2HiEnglish-Back-Translation.Q3_K_S.gguf b/Llama3.2HiEnglish-Back-Translation.Q3_K_S.gguf new file mode 100644 index 0000000..f3f658f --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8d6729f0814310592f873abe89f721da49032e2050dbacb59886ebcc8af01a3 +size 1542849216 diff --git a/Llama3.2HiEnglish-Back-Translation.Q4_K_M.gguf b/Llama3.2HiEnglish-Back-Translation.Q4_K_M.gguf new file mode 100644 index 0000000..bb608bd --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d91490b9a8b5f5df578a5be3f31fd921dd12cdf6012e20ad8345f9fdb5a0edc +size 2019377856 diff --git a/Llama3.2HiEnglish-Back-Translation.Q4_K_S.gguf b/Llama3.2HiEnglish-Back-Translation.Q4_K_S.gguf new file mode 100644 index 0000000..09fd541 --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:570d3df054ede7f59cb6e8b3738e45c9ec3e02152a244cb3fe93a7cc63d35cbf +size 1928200896 diff --git a/Llama3.2HiEnglish-Back-Translation.Q5_K_M.gguf b/Llama3.2HiEnglish-Back-Translation.Q5_K_M.gguf new file mode 100644 index 0000000..1d6af08 --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d95b6dd61b8b0d17e8f40c494922ed8eb17b4beb1ae790c66cb862b4fcd07faf +size 2322154176 diff --git a/Llama3.2HiEnglish-Back-Translation.Q5_K_S.gguf b/Llama3.2HiEnglish-Back-Translation.Q5_K_S.gguf new file mode 100644 index 0000000..aa9a699 --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:612a159eb97dbfd8079e0ec6bdb66de447eaca1c48544d2111283942cbc5054f +size 2269512384 diff --git a/Llama3.2HiEnglish-Back-Translation.Q6_K.gguf b/Llama3.2HiEnglish-Back-Translation.Q6_K.gguf new file mode 100644 index 0000000..eff6f5d --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b5da2a87db35413ef76b97fa7fa630e301702615b8e975d7983090eedd40a02 +size 2643854016 diff --git a/Llama3.2HiEnglish-Back-Translation.Q8_0.gguf b/Llama3.2HiEnglish-Back-Translation.Q8_0.gguf new file mode 100644 index 0000000..6b126e6 --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44af394e9f532f8aca89efcbd54eae3c32dbe8edcf51bc29ae3302a1ded22f63 +size 3421899456 diff --git a/Llama3.2HiEnglish-Back-Translation.f16.gguf b/Llama3.2HiEnglish-Back-Translation.f16.gguf new file mode 100644 index 0000000..2c09c1c --- /dev/null +++ b/Llama3.2HiEnglish-Back-Translation.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1417d3c888c1bef869a76591a73f71161b65eb3ee696dd71b34ff76e91848340 +size 6433688256 diff --git a/README.md b/README.md new file mode 100644 index 0000000..d185638 --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: Amanaccessassist/Llama3.2HiEnglish-Back-Translation +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- unsloth +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/Amanaccessassist/Llama3.2HiEnglish-Back-Translation + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.Q4_K_M.gguf) | Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.Q5_K_S.gguf) | Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.Q5_K_M.gguf) | Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.Q6_K.gguf) | Q6_K | 2.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.Q8_0.gguf) | Q8_0 | 3.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2HiEnglish-Back-Translation-GGUF/resolve/main/Llama3.2HiEnglish-Back-Translation.f16.gguf) | f16 | 6.5 | 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. + +