mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

初始化项目，由ModelHub XC社区提供模型

Browse Source 
Model: mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-06-12 21:14:21 +08:00
commit 91abd00bc1
27 changed files with 229 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

60
.gitattributes vendored Normal file
View File

@@ -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
blockrank-msmarco-mistral-7b.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
blockrank-msmarco-mistral-7b.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

94
README.md Normal file
View File

@@ -0,0 +1,94 @@
---
base_model: quicktensor/blockrank-msmarco-mistral-7b
datasets:
- quicktensor/blockrank-msmarco-train-10p
language:
- en
library_name: transformers
license: mit
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- text-generation
- information-retrieval
- ranking
- reranking
- blockrank
- mistral
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
<!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->
<!-- ### quants_skip: -->
<!-- ### skip_mmproj: -->
weighted/imatrix quants of https://huggingface.co/quicktensor/blockrank-msmarco-mistral-7b
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#blockrank-msmarco-mistral-7b-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-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/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ1_S.gguf) | i1-IQ1_S | 1.7 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ1_M.gguf) | i1-IQ1_M | 1.9 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.1 | |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.3 | |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ2_S.gguf) | i1-IQ2_S | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ2_M.gguf) | i1-IQ2_M | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.6 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q2_K.gguf) | i1-Q2_K | 2.8 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 2.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.1 | |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.3 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ3_S.gguf) | i1-IQ3_S | 3.3 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ3_M.gguf) | i1-IQ3_M | 3.4 | |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.6 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q3_K_L.gguf) | i1-Q3_K_L | 3.9 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.0 | |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q4_0.gguf) | i1-Q4_0 | 4.2 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.2 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.2 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q4_1.gguf) | i1-Q4_1 | 4.7 | |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.1 | |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.2 | |
| [GGUF](https://huggingface.co/mradermacher/blockrank-msmarco-mistral-7b-i1-GGUF/resolve/main/blockrank-msmarco-mistral-7b.i1-Q6_K.gguf) | i1-Q6_K | 6.0 | 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.
<!-- end -->

3
blockrank-msmarco-mistral-7b.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fd8474d09834de4ad61ad825e55241ff846e67e9a09bc8eaf57026f83873b994
size 1757668480

3
blockrank-msmarco-mistral-7b.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3cc83bb60466e68785348e5a82db5ce11923d5fee1ac85975a5d2914dd95b68d
size 1615324288

3
blockrank-msmarco-mistral-7b.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f5b400b5bcbfd1b2c41154ffa60a6324eae611d2b954258e772afeacc9491e0d
size 2504254592

3
blockrank-msmarco-mistral-7b.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b43f131ebc1d849f020484abfb1fa11c00d7cf05a5cda4588a78cf303339552d
size 2314462336

3
blockrank-msmarco-mistral-7b.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f9eff79a653f65fc874cb84c97de2c3f4a11767bd6e7842d16d0982a0452ffb6
size 2201478272

3
blockrank-msmarco-mistral-7b.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ef0bff79e8c727a077146b73278a855e0d7ac45c527c5441ca2f37f465b62142
size 1994908800

3
blockrank-msmarco-mistral-7b.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d179d5669f02d74d8ab265999242e47b5db0d5f9703b919e27ee2b7b40267854
size 3288851584

3
blockrank-msmarco-mistral-7b.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ee2a2e3fe2d60df0dd921ef88a0646392df67640b93b61188dc719a09bddffa7
size 3186353280

3
blockrank-msmarco-mistral-7b.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a370e29c9a9cf85b418cc65f3867c28d31a5915d25c99b461858bfeb6d647b32
size 3022775424

3
blockrank-msmarco-mistral-7b.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:aea503175e6417c794e9decd8ba1e6a690de815ad5466d7e718175142dc48f4b
size 2830886016

3
blockrank-msmarco-mistral-7b.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:75639ac07a780705bb0c9869d227782bdf685d3c94fbfc6a0b507911c8677e84
size 4130071680

3
blockrank-msmarco-mistral-7b.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:77676bcf4cb395962c66fa92adb89fce70a4eb5df764a7c59af9238075bf32d6
size 3911967872

3
blockrank-msmarco-mistral-7b.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7b52c7cc394fdbbff431c71f617a07a3d643fb84c61bc2db4917c46c08b64365
size 2722882688

3
blockrank-msmarco-mistral-7b.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3fc8ea23235510688758ab27d276c0aaefb03296e4287df854f0036c7840b9d9
size 2532566144

3
blockrank-msmarco-mistral-7b.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2dc46e1aa9aa869745ab41e5e3106698ddce0c93930648d4629ab000729743e3
size 3825984640

3
blockrank-msmarco-mistral-7b.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b61e81a90b0a5f54a3996a7c4075a7bb585807febde96ff15282d61d4cc55f00
size 3522946176

3
blockrank-msmarco-mistral-7b.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:875782917a1276c49cb319cad70a32bee0d946d43ee62dd1c04c678379f47ef6
size 3168527488

3
blockrank-msmarco-mistral-7b.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a65f9de95e18864083790e3550a534496fd60b3f4cb625ee97d255c05190a814
size 4127974528

3
blockrank-msmarco-mistral-7b.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:adf17e8d5142114100b29d4c6c96e7c1122b2f3ccc526eba14d27fa4dfcb183c
size 4557890688

3
blockrank-msmarco-mistral-7b.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c436d28bf53f69fdf8946d15608a2b9c45d130415d253aa07394501a9c80bc0d
size 4372817024

3
blockrank-msmarco-mistral-7b.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:830554cf3536335572db5abbe2d78226e2dc2b651480f519c27b1406d35f72ed
size 4144751744

3
blockrank-msmarco-mistral-7b.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:258c9940e5d1477dc8a1454ba15483f166cc35df704d53c5c677369dd93848b9
size 5136180352

3
blockrank-msmarco-mistral-7b.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a8ef19bc106a88c371275746b14137c7ce9c7f853f2ab86deac5fd5fcda9ce8e
size 5002486912

3
blockrank-msmarco-mistral-7b.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d53cd3f550db5a5c66798de488cde4140db87c8db6c8f334c7d3e765f56dcc00
size 5947253888

3
blockrank-msmarco-mistral-7b.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:916047df0e61d49aacaf8328a70dedfb5d72ac9fdad1ef9366dbdcb469f5d118
size 5015200