commit 2440fe089ad495dba33a70906f18c159c9431002 Author: ModelHub XC Date: Tue Oct 6 13:47:19 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/tinyllama_pubmed_merged-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..87883a6 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +tinyllama_pubmed_merged.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.f16.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama_pubmed_merged.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..5bb1f6b --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: sonyashijin/tinyllama_pubmed_merged +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/sonyashijin/tinyllama_pubmed_merged + + +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/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.Q2_K.gguf) | Q2_K | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.Q3_K_S.gguf) | Q3_K_S | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.Q3_K_M.gguf) | Q3_K_M | 0.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.Q3_K_L.gguf) | Q3_K_L | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.IQ4_XS.gguf) | IQ4_XS | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.Q4_0_4_4.gguf) | Q4_0_4_4 | 0.7 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.Q4_K_S.gguf) | Q4_K_S | 0.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.Q4_K_M.gguf) | Q4_K_M | 0.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.Q5_K_S.gguf) | Q5_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.Q5_K_M.gguf) | Q5_K_M | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.Q6_K.gguf) | Q6_K | 1.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.Q8_0.gguf) | Q8_0 | 1.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/tinyllama_pubmed_merged-GGUF/resolve/main/tinyllama_pubmed_merged.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/tinyllama_pubmed_merged.IQ4_XS.gguf b/tinyllama_pubmed_merged.IQ4_XS.gguf new file mode 100644 index 0000000..acaaae5 --- /dev/null +++ b/tinyllama_pubmed_merged.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fc11bb71c85d7c4dbc2c25a9a6df48bc0ed8a6eb51728756bf05aac8acfc93b +size 609808320 diff --git a/tinyllama_pubmed_merged.Q2_K.gguf b/tinyllama_pubmed_merged.Q2_K.gguf new file mode 100644 index 0000000..f154d62 --- /dev/null +++ b/tinyllama_pubmed_merged.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f218fb3f04722c1298a71977c5c38e94996ca7d51e46181a9e80a0359aab0fbe +size 432132032 diff --git a/tinyllama_pubmed_merged.Q3_K_L.gguf b/tinyllama_pubmed_merged.Q3_K_L.gguf new file mode 100644 index 0000000..f1febed --- /dev/null +++ b/tinyllama_pubmed_merged.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04ced9ec628a88d80e3e4fa5d5ba947fdcd069edfc551521148b592990ba7bbb +size 591527872 diff --git a/tinyllama_pubmed_merged.Q3_K_M.gguf b/tinyllama_pubmed_merged.Q3_K_M.gguf new file mode 100644 index 0000000..c29baea --- /dev/null +++ b/tinyllama_pubmed_merged.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1adf96a09918113ddf118c86853012e327c77884c3dd0f3d117b66fcd605daa1 +size 548405184 diff --git a/tinyllama_pubmed_merged.Q3_K_S.gguf b/tinyllama_pubmed_merged.Q3_K_S.gguf new file mode 100644 index 0000000..7a4aa3a --- /dev/null +++ b/tinyllama_pubmed_merged.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ab9986d077d10e2d4389db4caa3fd2757a4ddc84179c06768d70e2add67a0ae +size 499343296 diff --git a/tinyllama_pubmed_merged.Q4_0_4_4.gguf b/tinyllama_pubmed_merged.Q4_0_4_4.gguf new file mode 100644 index 0000000..3370b54 --- /dev/null +++ b/tinyllama_pubmed_merged.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4274f216230f4d52f3317826c4db32275b0a0b9e6002bfb15432bfb01e69055b +size 636727232 diff --git a/tinyllama_pubmed_merged.Q4_K_M.gguf b/tinyllama_pubmed_merged.Q4_K_M.gguf new file mode 100644 index 0000000..820b491 --- /dev/null +++ b/tinyllama_pubmed_merged.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0b45fabf949396f7cdb2762ec9b8d4cbf3d49e62c19923324d6fd93297552c3 +size 667815872 diff --git a/tinyllama_pubmed_merged.Q4_K_S.gguf b/tinyllama_pubmed_merged.Q4_K_S.gguf new file mode 100644 index 0000000..6017a40 --- /dev/null +++ b/tinyllama_pubmed_merged.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37edafcc82ac96d783bc0ac6f50d57d181c74e5af8fff381ab29714017031654 +size 639872960 diff --git a/tinyllama_pubmed_merged.Q5_K_M.gguf b/tinyllama_pubmed_merged.Q5_K_M.gguf new file mode 100644 index 0000000..ca19e44 --- /dev/null +++ b/tinyllama_pubmed_merged.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ebfe7b816da20903ec30ce005af6717eebdb728e98e13e84d02353afc20e53c +size 782045120 diff --git a/tinyllama_pubmed_merged.Q5_K_S.gguf b/tinyllama_pubmed_merged.Q5_K_S.gguf new file mode 100644 index 0000000..36503ff --- /dev/null +++ b/tinyllama_pubmed_merged.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4348a14190d970d7c3551c3ca2317452547277c0959bd1b12227075971ede0a0 +size 766029760 diff --git a/tinyllama_pubmed_merged.Q6_K.gguf b/tinyllama_pubmed_merged.Q6_K.gguf new file mode 100644 index 0000000..8d2696f --- /dev/null +++ b/tinyllama_pubmed_merged.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:364af365969384c626e8d3e1de706d204c8678fd3d46892a545b98c33bee533c +size 903413696 diff --git a/tinyllama_pubmed_merged.Q8_0.gguf b/tinyllama_pubmed_merged.Q8_0.gguf new file mode 100644 index 0000000..be105ca --- /dev/null +++ b/tinyllama_pubmed_merged.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:532e129e49eec09e2ad40f55a584d8ff14238274f00cb656159ac1937dad6c3b +size 1169809344 diff --git a/tinyllama_pubmed_merged.f16.gguf b/tinyllama_pubmed_merged.f16.gguf new file mode 100644 index 0000000..e810e17 --- /dev/null +++ b/tinyllama_pubmed_merged.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d63f133633b7a89b4632fec0cfb9a58a1b9604edf9598ccb081320d29680ed73 +size 2201018304