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LM Studio's own UI takes it from there.","prefilledFrom":{"file":"Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code.Q4_K_M.gguf","templateSha256":"a824d3dad2c5784adcd522455085f6d077978c24cd3d1d3aad8bb050926f1593","sha256":"154996e8093ccd6ed8a2a50f7681e3732c717fe39daeb4ef8cc5c8e804f783c7"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"fireball-meta-llama-3.1-8b-instruct-agent-0.003-128k-code.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code.Q4_K_M.gguf","templateSha256":"a824d3dad2c5784adcd522455085f6d077978c24cd3d1d3aad8bb050926f1593","sha256":"154996e8093ccd6ed8a2a50f7681e3732c717fe39daeb4ef8cc5c8e804f783c7"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"llama.cpp","label":"llama.cpp (terminal)","kind":"terminal","proven":false,"note":"Not a tested run: Hugging Bay has no tested run plan for this model, so this command is guidance only.","runner":{"name":"llama.cpp","testedBuild":"b10964-b29c606e2","singleTurnFlag":"-st","fileRunTested":false},"prefilledFrom":{"file":"Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code.Q4_K_M.gguf","templateSha256":"a824d3dad2c5784adcd522455085f6d077978c24cd3d1d3aad8bb050926f1593","sha256":"154996e8093ccd6ed8a2a50f7681e3732c717fe39daeb4ef8cc5c8e804f783c7"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"python","label":"Python (llama-cpp-python)","command":"pip install llama-cpp-python && python -c 'from llama_cpp import Llama; llm = Llama(\"./Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code.Q4_K_M.gguf\", n_ctx=8192); print(llm.create_chat_completion(messages=[{'\\''role'\\'': '\\''user'\\'', '\\''content'\\'': '\\''Hello!'\\''}])['\\''choices'\\''][0]['\\''message'\\'']['\\''content'\\''])'","note":"For scripting the model from Python; create_chat_completion applies the embedded chat template.","prefilledFrom":{"file":"Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code.Q4_K_M.gguf","templateSha256":"a824d3dad2c5784adcd522455085f6d077978c24cd3d1d3aad8bb050926f1593","sha256":"154996e8093ccd6ed8a2a50f7681e3732c717fe39daeb4ef8cc5c8e804f783c7"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false}],"reason":"no-tested-run-plan","sharded":false,"runBlockKind":"hosted-file-recipe","guiProven":false,"certifiedRunKit":false,"chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"154996e8093ccd6ed8a2a50f7681e3732c717fe39daeb4ef8cc5c8e804f783c7","templateSha256":"a824d3dad2c5784adcd522455085f6d077978c24cd3d1d3aad8bb050926f1593","templateText":"{% if 'role' in messages[0] %}{% for message in messages %}{% if message['role'] == 'user' %}{{'<|im_start|>user\n' + message['content'] + '<|im_end|>\n'}}{% elif message['role'] == 'assistant' %}{{'<|im_start|>assistant\n' + message['content'] + '<|im_end|>\n' }}{% else %}{{ '<|im_start|>system\n' + message['content'] + '<|im_end|>\n' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}{% else %}{% for message in messages %}{% if message['from'] == 'human' %}{{'<|im_start|>user\n' + message['value'] + '<|im_end|>\n'}}{% elif message['from'] == 'gpt' %}{{'<|im_start|>assistant\n' + message['value'] + '<|im_end|>\n' }}{% else %}{{ '<|im_start|>system\n' + message['value'] + '<|im_end|>\n' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}{% endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"llama","contextLength":131072,"stop":["<|im_end|>"],"thinking":{"mode":"none"}},"disclosure":"This is not a certified run kit — Hugging Bay has not verified a run path for these exact bytes. These are hosted-file guidance recipes; recompute each file's SHA-256 and check it before running.","fileRecipeAvailable":true,"authority":"hugging-bay.run-authority/v1"},"default":true,"recommended":true,"weightSafety":{"path":"Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code.Q4_K_M.gguf","container":"gguf","executesCodeOnLoad":false,"beginnerSafe":true,"agentLabel":"Non-executing weight container (safetensors or GGUF)."},"proofReceipt":{"schemaVersion":"hugging-bay.proof-receipt.v1","artifactId":"hf-model-mradermacher-fireball-meta-llama-3-1-8b-instruct-agent-0-003-128k-code-gguf","file":{"path":"Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code.Q4_K_M.gguf","sha256":"154996e8093ccd6ed8a2a50f7681e3732c717fe39daeb4ef8cc5c8e804f783c7","sizeBytes":4920736192},"license":"apache-2.0","evidenceDate":null,"checks":{"bytes":{"status":"not-recorded","checkedAt":null},"run":{"status":"not-recorded","checkedAt":null,"device":null,"runtime":null},"safety":{"verdict":"unknown"}},"proves":["The catalog records this file path and SHA-256."],"doesNotProve":["Safety to execute.","Licence suitability for your use.","A completed download or successful run on your device."],"sentence":"This receipt records checks for this exact file; it does not prove safety or that it will run on your device.","receiptUrl":"https://huggingbay.xyz/api/v1/artifacts/hf-model-mradermacher-fireball-meta-llama-3-1-8b-instruct-agent-0-003-128k-code-gguf/proof-receipt?path=Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code.Q4_K_M.gguf&sha256=154996e8093ccd6ed8a2a50f7681e3732c717fe39daeb4ef8cc5c8e804f783c7"},"runCommands":{"tested":false,"status":"not-tested-yet","file":null,"sha256":null,"commands":[]},"downloadEndpoint":"https://huggingbay.xyz/api/downloads/hf-model-mradermacher-fireball-meta-llama-3-1-8b-instruct-agent-0-003-128k-code-gguf/Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code.Q4_K_M.gguf","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-02T07:34:30.624Z","evidence_url":"/api/manifests/hf-model-mradermacher-fireball-meta-llama-3-1-8b-instruct-agent-0-003-128k-code-gguf"},"signature_state":"signed"}],"actions":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-fireball-meta-llama-3-1-8b-instruct-agent-0-003-128k-code-gguf","hostedFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-fireball-meta-llama-3-1-8b-instruct-agent-0-003-128k-code-gguf&limit=100","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-fireball-meta-llama-3-1-8b-instruct-agent-0-003-128k-code-gguf","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-fireball-meta-llama-3-1-8b-instruct-agent-0-003-128k-code-gguf/distribution"},"warnings":["External upstream files are intentionally excluded."],"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","downloadable":true},"snapshotId":"s1-1s2l9","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-02T07:34:30.624Z","evidence_url":"/api/manifests/hf-model-mradermacher-fireball-meta-llama-3-1-8b-instruct-agent-0-003-128k-code-gguf"}}