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gallery: add KAT-Coder V2.5 Dev GGUF variants (#11186)
* gallery: add KAT-Coder V2.5 Dev GGUF variants Add Q4_K_M and Q8_0 builds of the newly released KAT-Coder-V2.5-Dev agentic coding model. Assisted-by: Codex:gpt-5 [Hugging Face API] * gallery: add KAT-Coder APEX variants Assisted-by: Codex:gpt-5 [web] * gallery: add KAT-Coder APEX checksums Assisted-by: Codex:gpt-5 --------- Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
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---
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- &kat-coder-v2-5-dev
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name: "kat-coder-v2.5-dev"
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variants:
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- model: kat-coder-v2.5-dev-q8
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- model: kat-coder-v2.5-dev-apex-i-quality
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- model: kat-coder-v2.5-dev-apex-i-balanced
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- model: kat-coder-v2.5-dev-apex-i-compact
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- model: kat-coder-v2.5-dev-apex-i-mini
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- model: kat-coder-v2.5-dev-apex-quality
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- model: kat-coder-v2.5-dev-apex-balanced
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- model: kat-coder-v2.5-dev-apex-compact
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url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
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urls:
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- https://huggingface.co/Kwaipilot/KAT-Coder-V2.5-Dev
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- https://huggingface.co/bartowski/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF
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- https://huggingface.co/mudler/KAT-Coder-V2.5-Dev-APEX-GGUF
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description: |
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KAT-Coder-V2.5-Dev is an Apache-2.0 agentic coding model from Kwaipilot,
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post-trained from Qwen3.6-35B-A3B. It has 35 billion total parameters with
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3 billion activated per token, a 262K-token context window, and text-only
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weights tuned for repository-level coding and tool use.
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This entry offers standard Q4_K_M and Q8_0 GGUF quantizations alongside
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APEX mixed-precision variants with quality, balanced, compact, and mini
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profiles. The APEX I-profiles use importance-matrix calibration.
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license: "apache-2.0"
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icon: https://huggingface.co/Kwaipilot/KAT-Coder-V2.5-Dev/resolve/main/kat_logo_hd.png
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tags:
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- llm
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- gguf
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- qwen
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- coding
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last_checked: "2026-07-29"
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overrides:
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backend: llama-cpp
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function:
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automatic_tool_parsing_fallback: true
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grammar:
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disable: true
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known_usecases:
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- chat
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options:
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- use_jinja:true
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parameters:
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model: llama-cpp/models/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF/Kwaipilot_KAT-Coder-V2.5-Dev-Q4_K_M.gguf
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template:
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use_tokenizer_template: true
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files:
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- filename: llama-cpp/models/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF/Kwaipilot_KAT-Coder-V2.5-Dev-Q4_K_M.gguf
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sha256: 4221c26e5663502d1c96fc901c9967d0e70ce2dcfaa5a9fb9280a46bd19e3c07
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uri: huggingface://bartowski/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF/Kwaipilot_KAT-Coder-V2.5-Dev-Q4_K_M.gguf
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- !!merge <<: *kat-coder-v2-5-dev
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name: "kat-coder-v2.5-dev-q8"
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variants: []
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description: |
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KAT-Coder-V2.5-Dev is an Apache-2.0 agentic coding model from Kwaipilot,
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post-trained from Qwen3.6-35B-A3B. It has 35 billion total parameters with
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3 billion activated per token, a 262K-token context window, and text-only
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weights tuned for repository-level coding and tool use.
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This entry uses the higher-quality Q8_0 GGUF quantization.
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overrides:
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backend: llama-cpp
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function:
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automatic_tool_parsing_fallback: true
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grammar:
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disable: true
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known_usecases:
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- chat
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options:
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- use_jinja:true
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parameters:
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model: llama-cpp/models/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF/Kwaipilot_KAT-Coder-V2.5-Dev-Q8_0.gguf
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template:
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use_tokenizer_template: true
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files:
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- filename: llama-cpp/models/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF/Kwaipilot_KAT-Coder-V2.5-Dev-Q8_0.gguf
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sha256: 5fa510f44779b0e3d38a6678985f417a1c65e3000405ca5d6dcf7fd065e47a15
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uri: huggingface://bartowski/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF/Kwaipilot_KAT-Coder-V2.5-Dev-Q8_0.gguf
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- !!merge <<: *kat-coder-v2-5-dev
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name: "kat-coder-v2.5-dev-apex-i-quality"
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variants: []
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overrides:
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backend: llama-cpp
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function:
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automatic_tool_parsing_fallback: true
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grammar:
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disable: true
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known_usecases:
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- chat
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options:
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- use_jinja:true
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parameters:
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model: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Quality.gguf
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template:
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use_tokenizer_template: true
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files:
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- filename: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Quality.gguf
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sha256: e1cf7f33e13ee787a8557effee41eef5261b24696e283ef9d320830ba39f6784
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uri: huggingface://mudler/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Quality.gguf
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- !!merge <<: *kat-coder-v2-5-dev
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name: "kat-coder-v2.5-dev-apex-i-balanced"
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variants: []
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overrides:
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backend: llama-cpp
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function:
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automatic_tool_parsing_fallback: true
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grammar:
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disable: true
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known_usecases:
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- chat
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options:
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- use_jinja:true
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parameters:
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model: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Balanced.gguf
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template:
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use_tokenizer_template: true
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files:
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- filename: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Balanced.gguf
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sha256: ee6e0ec15964c42ba91831d13e9709239f1b74da3dc49dd3edec4ad6aed8029f
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uri: huggingface://mudler/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Balanced.gguf
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- !!merge <<: *kat-coder-v2-5-dev
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name: "kat-coder-v2.5-dev-apex-i-compact"
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variants: []
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overrides:
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backend: llama-cpp
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function:
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automatic_tool_parsing_fallback: true
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grammar:
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disable: true
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known_usecases:
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- chat
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options:
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- use_jinja:true
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parameters:
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model: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Compact.gguf
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template:
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use_tokenizer_template: true
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files:
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- filename: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Compact.gguf
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sha256: 5235ac39e7989d9fcf08078acfa755611d42a1f80060d226e4aba04a3595d0d8
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uri: huggingface://mudler/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Compact.gguf
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- !!merge <<: *kat-coder-v2-5-dev
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name: "kat-coder-v2.5-dev-apex-i-mini"
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variants: []
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overrides:
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backend: llama-cpp
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function:
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automatic_tool_parsing_fallback: true
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grammar:
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disable: true
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known_usecases:
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- chat
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options:
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- use_jinja:true
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parameters:
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model: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Mini.gguf
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template:
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use_tokenizer_template: true
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files:
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- filename: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Mini.gguf
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sha256: 9d901bf1c44946840e15e6f73a66782f56ae2f1a41d6508995ddcd976e9af878
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uri: huggingface://mudler/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-I-Mini.gguf
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- !!merge <<: *kat-coder-v2-5-dev
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name: "kat-coder-v2.5-dev-apex-quality"
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variants: []
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overrides:
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backend: llama-cpp
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function:
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automatic_tool_parsing_fallback: true
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grammar:
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disable: true
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known_usecases:
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- chat
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options:
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- use_jinja:true
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parameters:
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model: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-Quality.gguf
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template:
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use_tokenizer_template: true
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files:
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- filename: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-Quality.gguf
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sha256: 849737baf59183ed518d34f2460f0dcd86190953ccc3213072bdcb1d7f8d2882
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uri: huggingface://mudler/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-Quality.gguf
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- !!merge <<: *kat-coder-v2-5-dev
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name: "kat-coder-v2.5-dev-apex-balanced"
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variants: []
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overrides:
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backend: llama-cpp
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function:
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automatic_tool_parsing_fallback: true
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grammar:
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disable: true
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known_usecases:
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- chat
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options:
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- use_jinja:true
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parameters:
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model: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-Balanced.gguf
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template:
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use_tokenizer_template: true
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files:
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- filename: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-Balanced.gguf
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sha256: 9a5d31b110a95bc085d9851c420dd7a1ffeaec7c9263073c8850d8fb81c4f8ba
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uri: huggingface://mudler/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-Balanced.gguf
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- !!merge <<: *kat-coder-v2-5-dev
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name: "kat-coder-v2.5-dev-apex-compact"
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variants: []
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overrides:
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backend: llama-cpp
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function:
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automatic_tool_parsing_fallback: true
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grammar:
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disable: true
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known_usecases:
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- chat
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options:
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- use_jinja:true
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parameters:
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model: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-Compact.gguf
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template:
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use_tokenizer_template: true
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files:
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- filename: llama-cpp/models/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-Compact.gguf
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sha256: 98dfee53102bbf01e67a768066543a707b40f365ff71e35132ac432c58ad99fd
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uri: huggingface://mudler/KAT-Coder-V2.5-Dev-APEX-GGUF/KAT-Coder-V2.5-Dev-APEX-Compact.gguf
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- name: "inkling"
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url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
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urls:
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