From dab1c6f11ae64b83dd8a026c31730388b6dbe774 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 2 Jul 2026 07:44:15 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++ ...n_generation-biochemistry_lora.IQ4_XS.gguf | 3 + ...ion_generation-biochemistry_lora.Q2_K.gguf | 3 + ...n_generation-biochemistry_lora.Q3_K_L.gguf | 3 + ...n_generation-biochemistry_lora.Q3_K_M.gguf | 3 + ...n_generation-biochemistry_lora.Q3_K_S.gguf | 3 + ...n_generation-biochemistry_lora.Q4_K_M.gguf | 3 + ...n_generation-biochemistry_lora.Q4_K_S.gguf | 3 + ...n_generation-biochemistry_lora.Q5_K_M.gguf | 3 + ...n_generation-biochemistry_lora.Q5_K_S.gguf | 3 + ...ion_generation-biochemistry_lora.Q6_K.gguf | 3 + ...ion_generation-biochemistry_lora.Q8_0.gguf | 3 + ...tion_generation-biochemistry_lora.f16.gguf | 3 + README.md | 70 +++++++++++++++++++ 14 files changed, 153 insertions(+) create mode 100644 .gitattributes create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.IQ4_XS.gguf create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.Q2_K.gguf create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_L.gguf create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_M.gguf create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_S.gguf create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_M.gguf create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_S.gguf create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_M.gguf create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_S.gguf create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.Q6_K.gguf create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.Q8_0.gguf create mode 100644 Phi_medmcqa_question_generation-biochemistry_lora.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..da870a5 --- /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 +Phi_medmcqa_question_generation-biochemistry_lora.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Phi_medmcqa_question_generation-biochemistry_lora.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Phi_medmcqa_question_generation-biochemistry_lora.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Phi_medmcqa_question_generation-biochemistry_lora.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Phi_medmcqa_question_generation-biochemistry_lora.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.IQ4_XS.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.IQ4_XS.gguf new file mode 100644 index 0000000..cbca6be --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e003a6be4e1e7761fd46df0e2ef8535aa07045c9ea1aafba64d3a106782b2d9e +size 1536114496 diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.Q2_K.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.Q2_K.gguf new file mode 100644 index 0000000..c921b7d --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec9e01d549fe42a9f30f8b6461a3b83a3f7785cca9372d9399ef7378e1c444db +size 1109720896 diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_L.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_L.gguf new file mode 100644 index 0000000..e01a5ec --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92a7415475260f51dff8c9a500e9862b727aa22e27744a7e724a5d38c60b4e9f +size 1575231296 diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_M.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_M.gguf new file mode 100644 index 0000000..7f28a5d --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b1c367005bcb2879318ee193c9d666ffb0e0061ff5a230fd40ad585ec8e9d36 +size 1426136896 diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_S.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_S.gguf new file mode 100644 index 0000000..f85e822 --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dcb5abc420f08ab720ff5a239da7b68c50e35a58ad4caeed6feb388efdcfd29 +size 1250828096 diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_M.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_M.gguf new file mode 100644 index 0000000..9183dff --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:106275a997bbd29202caa97cc17b81011d6cd7989bd4d8e5df04d4c61cec5834 +size 1737637696 diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_S.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_S.gguf new file mode 100644 index 0000000..0dc45a7 --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd22aaecae274ee45f7663d6614563bd99caf5d75930d91f3505f9f41ccf4663 +size 1618853696 diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_M.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_M.gguf new file mode 100644 index 0000000..afed2f3 --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ae0089412a21794961a7044fa79408431e10da99461ed0adc303540dabd5205 +size 2003058496 diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_S.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_S.gguf new file mode 100644 index 0000000..7f0caea --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7816bc8a9c4bbd192edba8b66510724ef7997f9f4e69134ef3fb013476e20e9a +size 1933426496 diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.Q6_K.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.Q6_K.gguf new file mode 100644 index 0000000..6142b72 --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e3c96f23409bde029030bce2beb0e7b90dffa29d012dfb1695f266745ed612b +size 2285068096 diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.Q8_0.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.Q8_0.gguf new file mode 100644 index 0000000..fa376e3 --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94bb416b8431c0312ee9566f478dad115400b03a2a1c838ddf41f385f09e99bb +size 2958040896 diff --git a/Phi_medmcqa_question_generation-biochemistry_lora.f16.gguf b/Phi_medmcqa_question_generation-biochemistry_lora.f16.gguf new file mode 100644 index 0000000..68f44b9 --- /dev/null +++ b/Phi_medmcqa_question_generation-biochemistry_lora.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6def6fcb0edd7f175af84204f39b40b6b72265f4a0870dd93df22474f42db663 +size 5563096896 diff --git a/README.md b/README.md new file mode 100644 index 0000000..be41d79 --- /dev/null +++ b/README.md @@ -0,0 +1,70 @@ +--- +base_model: emilykang/Phi_medmcqa_question_generation-biochemistry_lora +datasets: +- generator +language: +- en +library_name: transformers +license: mit +quantized_by: mradermacher +tags: +- trl +- sft +- generated_from_trainer +--- +## About + + + + + + +static quants of https://huggingface.co/emilykang/Phi_medmcqa_question_generation-biochemistry_lora + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-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/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.Q2_K.gguf) | Q2_K | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_S.gguf) | Q3_K_S | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_M.gguf) | Q3_K_M | 1.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.IQ4_XS.gguf) | IQ4_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.Q3_K_L.gguf) | Q3_K_L | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_S.gguf) | Q4_K_S | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.Q4_K_M.gguf) | Q4_K_M | 1.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_S.gguf) | Q5_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.Q5_K_M.gguf) | Q5_K_M | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.Q6_K.gguf) | Q6_K | 2.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.Q8_0.gguf) | Q8_0 | 3.1 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Phi_medmcqa_question_generation-biochemistry_lora-GGUF/resolve/main/Phi_medmcqa_question_generation-biochemistry_lora.f16.gguf) | f16 | 5.7 | 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. + +