commit 7c4362df52a771b4696ca08f69fb37289fbd9727 Author: ModelHub XC Date: Tue May 26 02:58:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e672b62 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,60 @@ +*.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 +Heliars-Phi4-Carla-X1-14B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Heliars-Phi4-Carla-X1-14B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ1_M.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ1_M.gguf new file mode 100644 index 0000000..1c4da7f --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc86846ac93a548a089373bbbf39fcc09dd60256a050408bf6b961cdcfaefd1b +size 3690189056 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ1_S.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ1_S.gguf new file mode 100644 index 0000000..d11df07 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3fe1687ad786b2b6c1789f6073bcf908cc9cccfc22cc5121f42fe5d99788a5fb +size 3412173056 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ2_M.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ2_M.gguf new file mode 100644 index 0000000..c622af3 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8d041845bc508e25cb1e1c26c95165857b26075b3222c239986738b70d4b38d +size 5173924096 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ2_S.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ2_S.gguf new file mode 100644 index 0000000..e85357a --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6eda568eb1f896546fbd4de64806e7b3b66530d21060a1ca2be8a2b8358efbc +size 4803236096 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ2_XS.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..eab97c4 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11650c8a6dbabeea35758803e1b153788288637ad9d5ad27f8cb6cb629c81de4 +size 4557005056 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ2_XXS.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..9695f2b --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20a7c5e3cde7ed7045e0457e6125e62203080c34be648420c1f880e9e08728b4 +size 4153549056 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ3_M.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ3_M.gguf new file mode 100644 index 0000000..c19816b --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ee9076bfef25b8e4dc58036f8ab0ce6c732f4f45bc1cdbd39be262202c9034c +size 6739763456 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ3_S.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ3_S.gguf new file mode 100644 index 0000000..dba001a --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e2156c191ade8a86c3eb9d8ccf0895e948ca2883c27b43994464c134746e2bc +size 6539571456 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ3_XS.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..befe509 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fba5f5516043ead867bfe23b51bcd52720da6f145b3e143ce9ba59dd6ada85f8 +size 6220083456 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ3_XXS.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..e786ed9 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:632a392b7cf7719ff65ddc9e15703c074465eb0f3bdc9e8405e8483af260150a +size 5811876096 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ4_NL.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..97731da --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:922c7d495a712d87dd54fa9c22a38678e2db387ab9611c6f1f6851252e5857a5 +size 8416194816 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-IQ4_XS.gguf b/Heliars-Phi4-Carla-X1-14B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..7416e9a --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b389cdffd6fa117185043913d9457d1fb03391b38d43d62f5de44cc3a3e2232 +size 7982346496 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q2_K.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q2_K.gguf new file mode 100644 index 0000000..f1e8d56 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b7609ada6df3c0650ca8ca93fdba533648a754afa5ea1dd9256e74adf1837a8 +size 5608796416 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q2_K_S.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..423f890 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23ce6d17341415fd47d73576910ab78f3a9531675e8c6485fbc118eaff5f4ed7 +size 5237084416 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_L.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..4402974 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3de2a7b6cfadb56840dc5237a7ec7a691f7049e8610c2561ddacaedf85f5b0a0 +size 7788851456 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_M.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..9cf26b9 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d86eb374db244bcbc8c365a627eb040fbfe18f66c63a58049ba742071e245cce +size 7190835456 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_S.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..1dfec48 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:847926c3c34beb6645caf2f247cef4ea12c8cfcce9e33e430e44380f9a579896 +size 6504755456 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q4_0.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q4_0.gguf new file mode 100644 index 0000000..03e5b3d --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92999241a108b0f779bbd6e36bfe0a53550dbcb05a8b677d78b1645c0aa46c10 +size 8412098816 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q4_1.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q4_1.gguf new file mode 100644 index 0000000..aa4a2ab --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6af37a1086edc6de9b989107f4aef878301c434d2bf81a884d2bc88091879e2 +size 9267507456 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q4_K_M.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..02b11db --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb5a03677abc0b8676d5b8525011996eb83b667c7f28670d38d4a7895b7da4bb +size 8890306816 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q4_K_S.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..5c4e935 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db307676c11106556987c850ec42b5833091597aa7a1b1a3919f85ba52b50417 +size 8444047616 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q5_K_M.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..2c0dc35 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f77c053394e791501837d42308d046d271c740da436dcfea5d803c43ea01bc4 +size 10412708096 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q5_K_S.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..8550d52 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04f6bbd85e59171cae4a8e20da1c2f3fb1eb9344db768d1c1827bc7cc887e228 +size 10151588096 diff --git a/Heliars-Phi4-Carla-X1-14B.i1-Q6_K.gguf b/Heliars-Phi4-Carla-X1-14B.i1-Q6_K.gguf new file mode 100644 index 0000000..4d42f4e --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79a2e5a5933df7cf750333cdad013f3c73d594dfe3cbbc202d5db248f9d14e3a +size 12030259456 diff --git a/Heliars-Phi4-Carla-X1-14B.imatrix.gguf b/Heliars-Phi4-Carla-X1-14B.imatrix.gguf new file mode 100644 index 0000000..d603623 --- /dev/null +++ b/Heliars-Phi4-Carla-X1-14B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e50f60a4b7d334b4c51b71f1f3294567bfd33a5edeff8576fbdc6b2389c7863 +size 7825472 diff --git a/README.md b/README.md new file mode 100644 index 0000000..7b303be --- /dev/null +++ b/README.md @@ -0,0 +1,98 @@ +--- +base_model: NCUT-AI/Heliars-Phi4-Carla-X1-14B +language: +- en +- zh +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- phi-4 +- phi +- unsloth +- llama +- sft +- lora +- bfloat16 +- text-generation +- opendrive +- autonomous-driving +- carla +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/NCUT-AI/Heliars-Phi4-Carla-X1-14B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Heliars-Phi4-Carla-X1-14B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-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/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ1_S.gguf) | i1-IQ1_S | 3.5 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ1_M.gguf) | i1-IQ1_M | 3.8 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ2_S.gguf) | i1-IQ2_S | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ2_M.gguf) | i1-IQ2_M | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 5.3 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q2_K.gguf) | i1-Q2_K | 5.7 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 6.3 | | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 6.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ3_S.gguf) | i1-IQ3_S | 6.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ3_M.gguf) | i1-IQ3_M | 6.8 | | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 7.3 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 7.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 8.1 | | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q4_0.gguf) | i1-Q4_0 | 8.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 8.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 8.5 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 9.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q4_1.gguf) | i1-Q4_1 | 9.4 | | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 10.3 | | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 10.5 | | +| [GGUF](https://huggingface.co/mradermacher/Heliars-Phi4-Carla-X1-14B-i1-GGUF/resolve/main/Heliars-Phi4-Carla-X1-14B.i1-Q6_K.gguf) | i1-Q6_K | 12.1 | practically like static Q6_K | + +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. + +