mradermacher/Ling-3.0-flash-Fin-GGUF
hf inclusionAI/Ling-3.0-flash-Fin 1 source, 3 claims · Watch
What each source says
| Property | Source | Said | Means here |
|---|---|---|---|
| Author author | GGUF quantisations | AtomicChatreceipt
What the source handed over{
"_id": "6a99b658c1854cf2382f6e24",
"author": "AtomicChat",
"cardData": {
"base_model": [
"inclusionAI/Ling-3.0-flash-Fin"
],
"base_model_relation": "quantized",
"library_name": "gguf",
"license": "mit",
"license_link": "https://huggingface.co/inclusionAI/Ling-3.0-flash-Fin/blob/main/LICENSE",
"pipeline_tag": "text-generation",
"quantized_by": "AtomicChat",
"tags": [
"atomic-chat",
"ling",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"gguf",
"imatrix",
"quantized",
"llama.cpp"
]
},
"createdAt": "2026-09-03T18:03:04.000Z",
"downloads": 389,
"gated": false,
"id": "AtomicChat/Ling-3.0-flash-Fin-GGUF",
"lastModified": "2026-09-03T20:09:36.000Z",
"library_name": "gguf",
"likes": 4,
"modelId": "AtomicChat/Ling-3.0-flash-Fin-GGUF",
"pipeline_tag": "text-generation",
"private": false,
"sha": "f7d24aa9891de9d2e87b8fe96ce2e21d7f207322",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "AD-Q6_K/Ling-3.0-flash-Fin-AD-Q6_K-00001-of-00003.gguf"
},
{
"rfilename": "AD-Q6_K/Ling-3.0-flash-Fin-AD-Q6_K-00002-of-00003.gguf"
},
{
"rfilename": "AD-Q6_K/Ling-3.0-flash-Fin-AD-Q6_K-00003-of-00003.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00001-of-00004.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00002-of-00004.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00003-of-00004.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00004-of-00004.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00001-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00002-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00003-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00004-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00005-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00006-of-00006.gguf"
},
{
"rfilename": "README.md"
},
{
"rfilename": "btn_atomic.png"
},
{
"rfilename": "btn_discord.png"
},
{
"rfilename": "btn_github.png"
},
{
"rfilename": "logs/kld-AD-Q6_K-baseimat-orgeval.log"
},
{
"rfilename": "logs/kld-AD-Q6_K-baseimat-wikitext.log"
},
{
"rfilename": "logs/kld-AD-Q6_K-orgeval.log"
},
{
"rfilename": "logs/kld-AD-Q6_K-wikitext.log"
},
{
"rfilename": "logs/kld-Q8_0-hi-orgeval.log"
},
{
"rfilename": "logs/kld-Q8_0-hi-wikitext.log"
},
{
"rfilename": "logs/kld-Q8_0-wikitext.log"
},
{
"rfilename": "logs/shell-history.txt"
}
],
"tags": [
"gguf",
"atomic-chat",
"ling",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"imatrix",
"quantized",
"llama.cpp",
"text-generation",
"base_model:inclusionAI/Ling-3.0-flash-Fin",
"base_model:quantized:inclusionAI/Ling-3.0-flash-Fin",
"license:mit",
"endpoints_compatible",
"region:us",
"conversational"
]
} | — |
| Author author | bartowskireceipt
What the source handed over{
"_id": "6a99acecfb602bf2e30d4135",
"author": "bartowski",
"cardData": {
"base_model": "inclusionAI/Ling-3.0-flash-Fin",
"base_model_relation": "quantized",
"license": "mit",
"pipeline_tag": "text-generation",
"quantized_by": "bartowski",
"tags": [
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts"
]
},
"createdAt": "2026-09-03T17:22:52.000Z",
"downloads": 12566,
"gated": false,
"id": "bartowski/Ling-3.0-flash-Fin-GGUF",
"lastModified": "2026-09-04T01:08:35.000Z",
"likes": 10,
"modelId": "bartowski/Ling-3.0-flash-Fin-GGUF",
"pipeline_tag": "text-generation",
"private": false,
"sha": "a792b6bd51d2cb47b5aa8687ff5dd4f2974acdb4",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ1_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ1_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_XS.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_XXS.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_M/Ling-3.0-flash-Fin-IQ3_M-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_M/Ling-3.0-flash-Fin-IQ3_M-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XS/Ling-3.0-flash-Fin-IQ3_XS-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XS/Ling-3.0-flash-Fin-IQ3_XS-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XXS/Ling-3.0-flash-Fin-IQ3_XXS-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XXS/Ling-3.0-flash-Fin-IQ3_XXS-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_NL/Ling-3.0-flash-Fin-IQ4_NL-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_NL/Ling-3.0-flash-Fin-IQ4_NL-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_XS/Ling-3.0-flash-Fin-IQ4_XS-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_XS/Ling-3.0-flash-Fin-IQ4_XS-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q2_K.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q2_K_L.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_L/Ling-3.0-flash-Fin-Q3_K_L-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_L/Ling-3.0-flash-Fin-Q3_K_L-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_M/Ling-3.0-flash-Fin-Q3_K_M-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_M/Ling-3.0-flash-Fin-Q3_K_M-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_S/Ling-3.0-flash-Fin-Q3_K_S-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_S/Ling-3.0-flash-Fin-Q3_K_S-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_XL/Ling-3.0-flash-Fin-Q3_K_XL-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_XL/Ling-3.0-flash-Fin-Q3_K_XL-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_0/Ling-3.0-flash-Fin-Q4_0-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_0/Ling-3.0-flash-Fin-Q4_0-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_1/Ling-3.0-flash-Fin-Q4_1-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_1/Ling-3.0-flash-Fin-Q4_1-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_1/Ling-3.0-flash-Fin-Q4_1-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_L/Ling-3.0-flash-Fin-Q4_K_L-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_L/Ling-3.0-flash-Fin-Q4_K_L-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_M/Ling-3.0-flash-Fin-Q4_K_M-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_M/Ling-3.0-flash-Fin-Q4_K_M-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_S/Ling-3.0-flash-Fin-Q4_K_S-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_S/Ling-3.0-flash-Fin-Q4_K_S-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_L/Ling-3.0-flash-Fin-Q5_K_L-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_L/Ling-3.0-flash-Fin-Q5_K_L-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_L/Ling-3.0-flash-Fin-Q5_K_L-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_M/Ling-3.0-flash-Fin-Q5_K_M-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_M/Ling-3.0-flash-Fin-Q5_K_M-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_M/Ling-3.0-flash-Fin-Q5_K_M-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_S/Ling-3.0-flash-Fin-Q5_K_S-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_S/Ling-3.0-flash-Fin-Q5_K_S-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_S/Ling-3.0-flash-Fin-Q5_K_S-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q6_K/Ling-3.0-flash-Fin-Q6_K-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q6_K/Ling-3.0-flash-Fin-Q6_K-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q6_K/Ling-3.0-flash-Fin-Q6_K-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00001-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00002-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00003-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00004-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00001-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00002-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00003-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00004-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00005-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00006-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00007-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-calibration-v6.txt"
},
{
"rfilename": "Ling-3.0-flash-Fin-imatrix.gguf"
},
{
"rfilename": "README.md"
}
],
"tags": [
"gguf",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"text-generation",
"base_model:inclusionAI/Ling-3.0-flash-Fin",
"base_model:quantized:inclusionAI/Ling-3.0-flash-Fin",
"license:mit",
"endpoints_compatible",
"region:us",
"imatrix",
"conversational"
]
} | — | |
| Author author | mradermacherreceipt
What the source handed over{
"_id": "6a9a9e5a396e1e6bc980f44c",
"author": "mradermacher",
"cardData": {
"base_model": "inclusionAI/Ling-3.0-flash-Fin",
"language": [
"en"
],
"library_name": "transformers",
"license": "mit",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts"
]
},
"createdAt": "2026-09-04T10:32:58.000Z",
"downloads": 1674,
"gated": false,
"id": "mradermacher/Ling-3.0-flash-Fin-GGUF",
"lastModified": "2026-09-04T14:45:05.000Z",
"library_name": "transformers",
"likes": 1,
"modelId": "mradermacher/Ling-3.0-flash-Fin-GGUF",
"private": false,
"sha": "b66fbb52d4f63ccf07d62ba570ea28aebc8f80bb",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Ling-3.0-flash-Fin.IQ4_XS.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q2_K.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_L.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q4_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q4_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q5_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q5_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part1of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part2of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part3of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part1of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part2of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part3of3"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"en",
"base_model:inclusionAI/Ling-3.0-flash-Fin",
"base_model:quantized:inclusionAI/Ling-3.0-flash-Fin",
"license:mit",
"endpoints_compatible",
"region:us",
"conversational"
]
} | — | |
| Base base | GGUF quantisations | inclusionAI/Ling-3.0-flash-Finreceipt
What the source handed over{
"_id": "6a9a9e5a396e1e6bc980f44c",
"author": "mradermacher",
"cardData": {
"base_model": "inclusionAI/Ling-3.0-flash-Fin",
"language": [
"en"
],
"library_name": "transformers",
"license": "mit",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts"
]
},
"createdAt": "2026-09-04T10:32:58.000Z",
"downloads": 1674,
"gated": false,
"id": "mradermacher/Ling-3.0-flash-Fin-GGUF",
"lastModified": "2026-09-04T14:45:05.000Z",
"library_name": "transformers",
"likes": 1,
"modelId": "mradermacher/Ling-3.0-flash-Fin-GGUF",
"private": false,
"sha": "b66fbb52d4f63ccf07d62ba570ea28aebc8f80bb",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Ling-3.0-flash-Fin.IQ4_XS.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q2_K.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_L.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q4_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q4_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q5_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q5_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part1of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part2of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part3of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part1of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part2of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part3of3"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"en",
"base_model:inclusionAI/Ling-3.0-flash-Fin",
"base_model:quantized:inclusionAI/Ling-3.0-flash-Fin",
"license:mit",
"endpoints_compatible",
"region:us",
"conversational"
]
} | — |
| Downloads downloads | GGUF quantisations | 12566receipt
What the source handed over{
"_id": "6a99acecfb602bf2e30d4135",
"author": "bartowski",
"cardData": {
"base_model": "inclusionAI/Ling-3.0-flash-Fin",
"base_model_relation": "quantized",
"license": "mit",
"pipeline_tag": "text-generation",
"quantized_by": "bartowski",
"tags": [
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts"
]
},
"createdAt": "2026-09-03T17:22:52.000Z",
"downloads": 12566,
"gated": false,
"id": "bartowski/Ling-3.0-flash-Fin-GGUF",
"lastModified": "2026-09-04T01:08:35.000Z",
"likes": 10,
"modelId": "bartowski/Ling-3.0-flash-Fin-GGUF",
"pipeline_tag": "text-generation",
"private": false,
"sha": "a792b6bd51d2cb47b5aa8687ff5dd4f2974acdb4",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ1_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ1_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_XS.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_XXS.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_M/Ling-3.0-flash-Fin-IQ3_M-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_M/Ling-3.0-flash-Fin-IQ3_M-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XS/Ling-3.0-flash-Fin-IQ3_XS-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XS/Ling-3.0-flash-Fin-IQ3_XS-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XXS/Ling-3.0-flash-Fin-IQ3_XXS-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XXS/Ling-3.0-flash-Fin-IQ3_XXS-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_NL/Ling-3.0-flash-Fin-IQ4_NL-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_NL/Ling-3.0-flash-Fin-IQ4_NL-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_XS/Ling-3.0-flash-Fin-IQ4_XS-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_XS/Ling-3.0-flash-Fin-IQ4_XS-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q2_K.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q2_K_L.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_L/Ling-3.0-flash-Fin-Q3_K_L-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_L/Ling-3.0-flash-Fin-Q3_K_L-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_M/Ling-3.0-flash-Fin-Q3_K_M-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_M/Ling-3.0-flash-Fin-Q3_K_M-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_S/Ling-3.0-flash-Fin-Q3_K_S-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_S/Ling-3.0-flash-Fin-Q3_K_S-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_XL/Ling-3.0-flash-Fin-Q3_K_XL-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_XL/Ling-3.0-flash-Fin-Q3_K_XL-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_0/Ling-3.0-flash-Fin-Q4_0-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_0/Ling-3.0-flash-Fin-Q4_0-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_1/Ling-3.0-flash-Fin-Q4_1-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_1/Ling-3.0-flash-Fin-Q4_1-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_1/Ling-3.0-flash-Fin-Q4_1-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_L/Ling-3.0-flash-Fin-Q4_K_L-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_L/Ling-3.0-flash-Fin-Q4_K_L-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_M/Ling-3.0-flash-Fin-Q4_K_M-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_M/Ling-3.0-flash-Fin-Q4_K_M-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_S/Ling-3.0-flash-Fin-Q4_K_S-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_S/Ling-3.0-flash-Fin-Q4_K_S-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_L/Ling-3.0-flash-Fin-Q5_K_L-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_L/Ling-3.0-flash-Fin-Q5_K_L-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_L/Ling-3.0-flash-Fin-Q5_K_L-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_M/Ling-3.0-flash-Fin-Q5_K_M-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_M/Ling-3.0-flash-Fin-Q5_K_M-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_M/Ling-3.0-flash-Fin-Q5_K_M-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_S/Ling-3.0-flash-Fin-Q5_K_S-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_S/Ling-3.0-flash-Fin-Q5_K_S-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_S/Ling-3.0-flash-Fin-Q5_K_S-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q6_K/Ling-3.0-flash-Fin-Q6_K-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q6_K/Ling-3.0-flash-Fin-Q6_K-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q6_K/Ling-3.0-flash-Fin-Q6_K-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00001-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00002-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00003-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00004-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00001-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00002-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00003-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00004-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00005-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00006-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00007-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-calibration-v6.txt"
},
{
"rfilename": "Ling-3.0-flash-Fin-imatrix.gguf"
},
{
"rfilename": "README.md"
}
],
"tags": [
"gguf",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"text-generation",
"base_model:inclusionAI/Ling-3.0-flash-Fin",
"base_model:quantized:inclusionAI/Ling-3.0-flash-Fin",
"license:mit",
"endpoints_compatible",
"region:us",
"imatrix",
"conversational"
]
} | — |
| Downloads downloads | 1674receipt
What the source handed over{
"_id": "6a9a9e5a396e1e6bc980f44c",
"author": "mradermacher",
"cardData": {
"base_model": "inclusionAI/Ling-3.0-flash-Fin",
"language": [
"en"
],
"library_name": "transformers",
"license": "mit",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts"
]
},
"createdAt": "2026-09-04T10:32:58.000Z",
"downloads": 1674,
"gated": false,
"id": "mradermacher/Ling-3.0-flash-Fin-GGUF",
"lastModified": "2026-09-04T14:45:05.000Z",
"library_name": "transformers",
"likes": 1,
"modelId": "mradermacher/Ling-3.0-flash-Fin-GGUF",
"private": false,
"sha": "b66fbb52d4f63ccf07d62ba570ea28aebc8f80bb",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Ling-3.0-flash-Fin.IQ4_XS.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q2_K.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_L.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q4_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q4_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q5_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q5_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part1of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part2of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part3of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part1of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part2of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part3of3"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"en",
"base_model:inclusionAI/Ling-3.0-flash-Fin",
"base_model:quantized:inclusionAI/Ling-3.0-flash-Fin",
"license:mit",
"endpoints_compatible",
"region:us",
"conversational"
]
} | — | |
| Downloads downloads | 389receipt
What the source handed over{
"_id": "6a99b658c1854cf2382f6e24",
"author": "AtomicChat",
"cardData": {
"base_model": [
"inclusionAI/Ling-3.0-flash-Fin"
],
"base_model_relation": "quantized",
"library_name": "gguf",
"license": "mit",
"license_link": "https://huggingface.co/inclusionAI/Ling-3.0-flash-Fin/blob/main/LICENSE",
"pipeline_tag": "text-generation",
"quantized_by": "AtomicChat",
"tags": [
"atomic-chat",
"ling",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"gguf",
"imatrix",
"quantized",
"llama.cpp"
]
},
"createdAt": "2026-09-03T18:03:04.000Z",
"downloads": 389,
"gated": false,
"id": "AtomicChat/Ling-3.0-flash-Fin-GGUF",
"lastModified": "2026-09-03T20:09:36.000Z",
"library_name": "gguf",
"likes": 4,
"modelId": "AtomicChat/Ling-3.0-flash-Fin-GGUF",
"pipeline_tag": "text-generation",
"private": false,
"sha": "f7d24aa9891de9d2e87b8fe96ce2e21d7f207322",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "AD-Q6_K/Ling-3.0-flash-Fin-AD-Q6_K-00001-of-00003.gguf"
},
{
"rfilename": "AD-Q6_K/Ling-3.0-flash-Fin-AD-Q6_K-00002-of-00003.gguf"
},
{
"rfilename": "AD-Q6_K/Ling-3.0-flash-Fin-AD-Q6_K-00003-of-00003.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00001-of-00004.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00002-of-00004.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00003-of-00004.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00004-of-00004.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00001-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00002-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00003-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00004-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00005-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00006-of-00006.gguf"
},
{
"rfilename": "README.md"
},
{
"rfilename": "btn_atomic.png"
},
{
"rfilename": "btn_discord.png"
},
{
"rfilename": "btn_github.png"
},
{
"rfilename": "logs/kld-AD-Q6_K-baseimat-orgeval.log"
},
{
"rfilename": "logs/kld-AD-Q6_K-baseimat-wikitext.log"
},
{
"rfilename": "logs/kld-AD-Q6_K-orgeval.log"
},
{
"rfilename": "logs/kld-AD-Q6_K-wikitext.log"
},
{
"rfilename": "logs/kld-Q8_0-hi-orgeval.log"
},
{
"rfilename": "logs/kld-Q8_0-hi-wikitext.log"
},
{
"rfilename": "logs/kld-Q8_0-wikitext.log"
},
{
"rfilename": "logs/shell-history.txt"
}
],
"tags": [
"gguf",
"atomic-chat",
"ling",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"imatrix",
"quantized",
"llama.cpp",
"text-generation",
"base_model:inclusionAI/Ling-3.0-flash-Fin",
"base_model:quantized:inclusionAI/Ling-3.0-flash-Fin",
"license:mit",
"endpoints_compatible",
"region:us",
"conversational"
]
} | — | |
| Licence licence | GGUF quantisations | mitreceipt
What the source handed over{
"_id": "6a9a9e5a396e1e6bc980f44c",
"author": "mradermacher",
"cardData": {
"base_model": "inclusionAI/Ling-3.0-flash-Fin",
"language": [
"en"
],
"library_name": "transformers",
"license": "mit",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts"
]
},
"createdAt": "2026-09-04T10:32:58.000Z",
"downloads": 1674,
"gated": false,
"id": "mradermacher/Ling-3.0-flash-Fin-GGUF",
"lastModified": "2026-09-04T14:45:05.000Z",
"library_name": "transformers",
"likes": 1,
"modelId": "mradermacher/Ling-3.0-flash-Fin-GGUF",
"private": false,
"sha": "b66fbb52d4f63ccf07d62ba570ea28aebc8f80bb",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Ling-3.0-flash-Fin.IQ4_XS.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q2_K.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_L.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q4_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q4_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q5_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q5_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part1of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part2of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part3of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part1of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part2of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part3of3"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"en",
"base_model:inclusionAI/Ling-3.0-flash-Fin",
"base_model:quantized:inclusionAI/Ling-3.0-flash-Fin",
"license:mit",
"endpoints_compatible",
"region:us",
"conversational"
]
} | — |
| Likes likes | GGUF quantisations | 1receipt
What the source handed over{
"_id": "6a9a9e5a396e1e6bc980f44c",
"author": "mradermacher",
"cardData": {
"base_model": "inclusionAI/Ling-3.0-flash-Fin",
"language": [
"en"
],
"library_name": "transformers",
"license": "mit",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts"
]
},
"createdAt": "2026-09-04T10:32:58.000Z",
"downloads": 1674,
"gated": false,
"id": "mradermacher/Ling-3.0-flash-Fin-GGUF",
"lastModified": "2026-09-04T14:45:05.000Z",
"library_name": "transformers",
"likes": 1,
"modelId": "mradermacher/Ling-3.0-flash-Fin-GGUF",
"private": false,
"sha": "b66fbb52d4f63ccf07d62ba570ea28aebc8f80bb",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Ling-3.0-flash-Fin.IQ4_XS.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q2_K.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_L.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q3_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q4_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q4_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q5_K_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q5_K_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part1of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part2of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q6_K.gguf.part3of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part1of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part2of3"
},
{
"rfilename": "Ling-3.0-flash-Fin.Q8_0.gguf.part3of3"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"en",
"base_model:inclusionAI/Ling-3.0-flash-Fin",
"base_model:quantized:inclusionAI/Ling-3.0-flash-Fin",
"license:mit",
"endpoints_compatible",
"region:us",
"conversational"
]
} | — |
| Likes likes | 10receipt
What the source handed over{
"_id": "6a99acecfb602bf2e30d4135",
"author": "bartowski",
"cardData": {
"base_model": "inclusionAI/Ling-3.0-flash-Fin",
"base_model_relation": "quantized",
"license": "mit",
"pipeline_tag": "text-generation",
"quantized_by": "bartowski",
"tags": [
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts"
]
},
"createdAt": "2026-09-03T17:22:52.000Z",
"downloads": 12566,
"gated": false,
"id": "bartowski/Ling-3.0-flash-Fin-GGUF",
"lastModified": "2026-09-04T01:08:35.000Z",
"likes": 10,
"modelId": "bartowski/Ling-3.0-flash-Fin-GGUF",
"pipeline_tag": "text-generation",
"private": false,
"sha": "a792b6bd51d2cb47b5aa8687ff5dd4f2974acdb4",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ1_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ1_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_M.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_S.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_XS.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ2_XXS.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_M/Ling-3.0-flash-Fin-IQ3_M-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_M/Ling-3.0-flash-Fin-IQ3_M-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XS/Ling-3.0-flash-Fin-IQ3_XS-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XS/Ling-3.0-flash-Fin-IQ3_XS-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XXS/Ling-3.0-flash-Fin-IQ3_XXS-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ3_XXS/Ling-3.0-flash-Fin-IQ3_XXS-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_NL/Ling-3.0-flash-Fin-IQ4_NL-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_NL/Ling-3.0-flash-Fin-IQ4_NL-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_XS/Ling-3.0-flash-Fin-IQ4_XS-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-IQ4_XS/Ling-3.0-flash-Fin-IQ4_XS-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q2_K.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q2_K_L.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_L/Ling-3.0-flash-Fin-Q3_K_L-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_L/Ling-3.0-flash-Fin-Q3_K_L-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_M/Ling-3.0-flash-Fin-Q3_K_M-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_M/Ling-3.0-flash-Fin-Q3_K_M-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_S/Ling-3.0-flash-Fin-Q3_K_S-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_S/Ling-3.0-flash-Fin-Q3_K_S-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_XL/Ling-3.0-flash-Fin-Q3_K_XL-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q3_K_XL/Ling-3.0-flash-Fin-Q3_K_XL-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_0/Ling-3.0-flash-Fin-Q4_0-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_0/Ling-3.0-flash-Fin-Q4_0-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_1/Ling-3.0-flash-Fin-Q4_1-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_1/Ling-3.0-flash-Fin-Q4_1-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_1/Ling-3.0-flash-Fin-Q4_1-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_L/Ling-3.0-flash-Fin-Q4_K_L-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_L/Ling-3.0-flash-Fin-Q4_K_L-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_M/Ling-3.0-flash-Fin-Q4_K_M-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_M/Ling-3.0-flash-Fin-Q4_K_M-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_S/Ling-3.0-flash-Fin-Q4_K_S-00001-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q4_K_S/Ling-3.0-flash-Fin-Q4_K_S-00002-of-00002.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_L/Ling-3.0-flash-Fin-Q5_K_L-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_L/Ling-3.0-flash-Fin-Q5_K_L-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_L/Ling-3.0-flash-Fin-Q5_K_L-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_M/Ling-3.0-flash-Fin-Q5_K_M-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_M/Ling-3.0-flash-Fin-Q5_K_M-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_M/Ling-3.0-flash-Fin-Q5_K_M-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_S/Ling-3.0-flash-Fin-Q5_K_S-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_S/Ling-3.0-flash-Fin-Q5_K_S-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q5_K_S/Ling-3.0-flash-Fin-Q5_K_S-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q6_K/Ling-3.0-flash-Fin-Q6_K-00001-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q6_K/Ling-3.0-flash-Fin-Q6_K-00002-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q6_K/Ling-3.0-flash-Fin-Q6_K-00003-of-00003.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00001-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00002-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00003-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-Q8_0/Ling-3.0-flash-Fin-Q8_0-00004-of-00004.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00001-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00002-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00003-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00004-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00005-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00006-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-bf16/Ling-3.0-flash-Fin-bf16-00007-of-00007.gguf"
},
{
"rfilename": "Ling-3.0-flash-Fin-calibration-v6.txt"
},
{
"rfilename": "Ling-3.0-flash-Fin-imatrix.gguf"
},
{
"rfilename": "README.md"
}
],
"tags": [
"gguf",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"text-generation",
"base_model:inclusionAI/Ling-3.0-flash-Fin",
"base_model:quantized:inclusionAI/Ling-3.0-flash-Fin",
"license:mit",
"endpoints_compatible",
"region:us",
"imatrix",
"conversational"
]
} | — | |
| Likes likes | 4receipt
What the source handed over{
"_id": "6a99b658c1854cf2382f6e24",
"author": "AtomicChat",
"cardData": {
"base_model": [
"inclusionAI/Ling-3.0-flash-Fin"
],
"base_model_relation": "quantized",
"library_name": "gguf",
"license": "mit",
"license_link": "https://huggingface.co/inclusionAI/Ling-3.0-flash-Fin/blob/main/LICENSE",
"pipeline_tag": "text-generation",
"quantized_by": "AtomicChat",
"tags": [
"atomic-chat",
"ling",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"gguf",
"imatrix",
"quantized",
"llama.cpp"
]
},
"createdAt": "2026-09-03T18:03:04.000Z",
"downloads": 389,
"gated": false,
"id": "AtomicChat/Ling-3.0-flash-Fin-GGUF",
"lastModified": "2026-09-03T20:09:36.000Z",
"library_name": "gguf",
"likes": 4,
"modelId": "AtomicChat/Ling-3.0-flash-Fin-GGUF",
"pipeline_tag": "text-generation",
"private": false,
"sha": "f7d24aa9891de9d2e87b8fe96ce2e21d7f207322",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "AD-Q6_K/Ling-3.0-flash-Fin-AD-Q6_K-00001-of-00003.gguf"
},
{
"rfilename": "AD-Q6_K/Ling-3.0-flash-Fin-AD-Q6_K-00002-of-00003.gguf"
},
{
"rfilename": "AD-Q6_K/Ling-3.0-flash-Fin-AD-Q6_K-00003-of-00003.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00001-of-00004.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00002-of-00004.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00003-of-00004.gguf"
},
{
"rfilename": "AD-Q8_0/Ling-3.0-flash-Fin-AD-Q8_0-00004-of-00004.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00001-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00002-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00003-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00004-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00005-of-00006.gguf"
},
{
"rfilename": "BF16/Ling-3.0-flash-Fin-BF16-00006-of-00006.gguf"
},
{
"rfilename": "README.md"
},
{
"rfilename": "btn_atomic.png"
},
{
"rfilename": "btn_discord.png"
},
{
"rfilename": "btn_github.png"
},
{
"rfilename": "logs/kld-AD-Q6_K-baseimat-orgeval.log"
},
{
"rfilename": "logs/kld-AD-Q6_K-baseimat-wikitext.log"
},
{
"rfilename": "logs/kld-AD-Q6_K-orgeval.log"
},
{
"rfilename": "logs/kld-AD-Q6_K-wikitext.log"
},
{
"rfilename": "logs/kld-Q8_0-hi-orgeval.log"
},
{
"rfilename": "logs/kld-Q8_0-hi-wikitext.log"
},
{
"rfilename": "logs/kld-Q8_0-wikitext.log"
},
{
"rfilename": "logs/shell-history.txt"
}
],
"tags": [
"gguf",
"atomic-chat",
"ling",
"finance",
"financial-research",
"agents",
"tool-use",
"long-context",
"mixture-of-experts",
"imatrix",
"quantized",
"llama.cpp",
"text-generation",
"base_model:inclusionAI/Ling-3.0-flash-Fin",
"base_model:quantized:inclusionAI/Ling-3.0-flash-Fin",
"license:mit",
"endpoints_compatible",
"region:us",
"conversational"
]
} | — |
quantisation
| mradermacher/Ling-3.0-flash-Fin-GGUF zetlyn/models-gguf · 2026-09-04 | author mradermacher base inclusionAI/Ling-3.0-flash-Fin downloads 1674 licence mit likes 1 | source |
| AtomicChat/Ling-3.0-flash-Fin-GGUF zetlyn/models-gguf · 2026-09-03 | author AtomicChat base inclusionAI/Ling-3.0-flash-Fin downloads 389 licence mit likes 4 | source |
| bartowski/Ling-3.0-flash-Fin-GGUF zetlyn/models-gguf · 2026-09-03 | author bartowski base inclusionAI/Ling-3.0-flash-Fin downloads 12566 licence mit likes 10 | source |